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Poster
None
Masked Distillation Advances Self-Supervised Transformer Architecture Search
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OpenReview]
Poster
None
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
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OpenReview]
Poster
None
On the Variance of Neural Network Training with respect to Test Sets and Distributions
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OpenReview]
Poster
None
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
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OpenReview]
Poster
None
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE
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Poster]
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OpenReview]
Poster
None
Amortized Network Intervention to Steer the Excitatory Point Processes
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Poster]
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OpenReview]
Registration Desk
Mon May 06 10:00 PM -- 10:00 AM (PDT) @ Halle A Lobby None
Registration Desk
Remarks
Mon May 06 11:15 PM -- 11:30 PM (PDT) @ Halle A 8 - 9 None
Opening Remark
Remarks
Mon May 06 11:15 PM -- 11:30 PM (PDT) @ Halle A 2 None
Opening Remark
Remarks
Mon May 06 11:15 PM -- 11:30 PM (PDT) @ Halle A 3 None
Opening Remark
Remarks
Mon May 06 11:15 PM -- 11:30 PM (PDT) @ Halle A 7 None
Opening Remark
Invited Talk
Mon May 06 11:30 PM -- 12:30 AM (PDT) @ Halle A 8 - 9 None
Why your work matters for climate in more ways than you think
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Slides]
Break
Tue May 07 12:30 AM -- 01:00 AM (PDT) @ Halle A None
Coffee Break
Oral
Tue May 07 01:00 AM -- 01:15 AM (PDT) @ Halle A 3 None
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
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Oral 1D
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:00 AM -- 01:15 AM (PDT) @ Halle A 8 - 9 None
Predictive auxiliary objectives in deep RL mimic learning in the brain
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Oral 1A
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:00 AM -- 01:15 AM (PDT) @ Halle A 2 None
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
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Oral 1C
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:00 AM -- 01:15 AM (PDT) @ Halle A 7 None
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
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Oral 1B
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:00 AM -- 01:45 AM (PDT) @ Halle A 2 None
Oral 1C
Oral
Tue May 07 01:00 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Oral 1A
Oral
Tue May 07 01:00 AM -- 01:45 AM (PDT) @ Halle A 3 None
Oral 1D
Oral
Tue May 07 01:00 AM -- 01:45 AM (PDT) @ Halle A 7 None
Oral 1B
Oral
Tue May 07 01:15 AM -- 01:30 AM (PDT) @ Halle A 2 None
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
In
Oral 1C
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:15 AM -- 01:30 AM (PDT) @ Halle A 8 - 9 None
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
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Oral 1A
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Slides]
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:15 AM -- 01:30 AM (PDT) @ Halle A 3 None
Robust agents learn causal world models
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Oral 1D
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:15 AM -- 01:30 AM (PDT) @ Halle A 7 None
ASID: Active Exploration for System Identification in Robotic Manipulation
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Oral 1B
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:30 AM -- 01:45 AM (PDT) @ Halle A 2 None
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
In
Oral 1C
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:30 AM -- 01:45 AM (PDT) @ Halle A 7 None
Learning Interactive Real-World Simulators
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Oral 1B
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OpenReview]
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OpenReview]
Oral
Tue May 07 01:30 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Protein Discovery with Discrete Walk-Jump Sampling
In
Oral 1A
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OpenReview]
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OpenReview]
Affinity Posters
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Blog Track Session 1
Affinity Posters
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Tiny Papers Poster Session 1
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
CausalLM is not optimal for in-context learning
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
PhyloGFN: Phylogenetic inference with generative flow networks
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Better Neural PDE Solvers Through Data-Free Mesh Movers
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Don't Judge by the Look: Towards Motion Coherent Video Representation
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Modeling Boundedly Rational Agents with Latent Inference Budgets
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
A Foundation Model for Error Correction Codes
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Model Merging by Uncertainty-Based Gradient Matching
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Poster]
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
Illusory Attacks: Information-theoretic detectability matters in adversarial attacks
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
Multimodal Patient Representation Learning with Missing Modalities and Labels
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
Hybrid Sharing for Multi-Label Image Classification
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
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Poster]
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
A Variational Perspective on Solving Inverse Problems with Diffusion Models
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
$\pi$2vec: Policy Representation with Successor Features
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Towards Understanding Sycophancy in Language Models
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Pushing Boundaries: Mixup's Influence on Neural Collapse
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Mitigating Emergent Robustness Degradation while Scaling Graph Learning
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
Neural Neighborhood Search for Multi-agent Path Finding
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
Efficient Inverse Multiagent Learning
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity
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Slides]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
Let's do the time-warp-attend: Learning topological invariants of dynamical systems
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
ASID: Active Exploration for System Identification in Robotic Manipulation
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Poster]
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
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Poster]
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
Conformal Risk Control
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Harnessing Density Ratios for Online Reinforcement Learning
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
Neural Rate Control for Learned Video Compression
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
A Semantic Invariant Robust Watermark for Large Language Models
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
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Poster]
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
Efficient Streaming Language Models with Attention Sinks
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
Optimistic Bayesian Optimization with Unknown Constraints
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Matrix Manifold Neural Networks++
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
LipSim: A Provably Robust Perceptual Similarity Metric
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Expressive Losses for Verified Robustness via Convex Combinations
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
Locality Sensitive Sparse Encoding for Learning World Models Online
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
EX-Graph: A Pioneering Dataset Bridging Ethereum and X
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Adaptive Federated Learning with Auto-Tuned Clients
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Synaptic Weight Distributions Depend on the Geometry of Plasticity
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Poster]
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
A Mutual Information Perspective on Federated Contrastive Learning
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition
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Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
Demystifying CLIP Data
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
A unique M-pattern for micro-expression spotting in long videos
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
Spurious Feature Diversification Improves Out-of-distribution Generalization
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OpenReview]
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Reverse Diffusion Monte Carlo
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
Robust Classification via Regression for Learning with Noisy Labels
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OpenReview]
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Measuring Vision-Language STEM Skills of Neural Models
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
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Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
Towards Principled Representation Learning from Videos for Reinforcement Learning
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Thin-Shell Object Manipulations With Differentiable Physics Simulations
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Implicit Neural Representation Inference for Low-Dimensional Bayesian Deep Learning
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
AdaMerging: Adaptive Model Merging for Multi-Task Learning
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Dynamics-Informed Protein Design with Structure Conditioning
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Addressing Signal Delay in Deep Reinforcement Learning
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Evaluating Representation Learning on the Protein Structure Universe
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OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
Compositional Generative Inverse Design
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #250
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
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OpenReview]
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning
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OpenReview]
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
Neural Language of Thought Models
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Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
Layer-wise linear mode connectivity
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Class Incremental Learning via Likelihood Ratio Based Task Prediction
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process
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Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Initializing Models with Larger Ones
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Unsupervised Pretraining for Fact Verification by Language Model Distillation
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Contrastive Difference Predictive Coding
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
MixSATGEN: Learning Graph Mixing for SAT Instance Generation
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Effective and Efficient Federated Tree Learning on Hybrid Data
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
A Fast and Provable Algorithm for Sparse Phase Retrieval
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Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Protein Discovery with Discrete Walk-Jump Sampling
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OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Circuit Component Reuse Across Tasks in Transformer Language Models
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Learning from Sparse Offline Datasets via Conservative Density Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Multilingual Jailbreak Challenges in Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Revisiting Link Prediction: a data perspective
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Masks, Signs, And Learning Rate Rewinding
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer
[
Slides]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Graphical Multioutput Gaussian Process with Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
Multimodal Molecular Pretraining via Modality Blending
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
Generative Judge for Evaluating Alignment
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Out-Of-Domain Unlabeled Data Improves Generalization
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
Uncertainty-aware Constraint Inference in Inverse Constrained Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Learning with Language-Guided State Abstractions
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
DreamLLM: Synergistic Multimodal Comprehension and Creation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
AffineQuant: Affine Transformation Quantization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Predictive auxiliary objectives in deep RL mimic learning in the brain
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
Learning Planning Abstractions from Language
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
P2Seg: Pointly-supervised Segmentation via Mutual Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
CPPO: Continual Learning for Reinforcement Learning with Human Feedback
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
A Simple and Effective Pruning Approach for Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Learning to Reject Meets Long-tail Learning
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Transformer Fusion with Optimal Transport
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
From Posterior Sampling to Meaningful Diversity in Image Restoration
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
REFACTOR: Learning to Extract Theorems from Proofs
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
InfoCon: Concept Discovery with Generative and Discriminative Informativeness
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
Sparse Autoencoders Find Highly Interpretable Features in Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Lemur: Integrating Large Language Models in Automated Program Verification
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
Robust NAS under adversarial training: benchmark, theory, and beyond
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
Graph Generation with $K^2$-trees
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
ResFields: Residual Neural Fields for Spatiotemporal Signals
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
L2P-MIP: Learning to Presolve for Mixed Integer Programming
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
Neurosymbolic Grounding for Compositional World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
Elucidating the Exposure Bias in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
Reward Model Ensembles Help Mitigate Overoptimization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
Leveraging Optimization for Adaptive Attacks on Image Watermarks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
Rethinking and Extending the Probabilistic Inference Capacity of GNNs
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Weaker MVI Condition: Extragradient Methods with Multi-Step Exploration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Domain Randomization via Entropy Maximization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Procedural Fairness Through Decoupling Objectionable Data Generating Components
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Fast Imitation via Behavior Foundation Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
TUVF: Learning Generalizable Texture UV Radiance Fields
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
On Bias-Variance Alignment in Deep Models
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
MagicDrive: Street View Generation with Diverse 3D Geometry Control
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Defining Expertise: Applications to Treatment Effect Estimation
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Combinatorial Bandits for Maximum Value Reward Function under Value-Index Feedback
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Some Fundamental Aspects about Lipschitz Continuity of Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Fast-ELECTRA for Efficient Pre-training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Parametric Augmentation for Time Series Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
WebArena: A Realistic Web Environment for Building Autonomous Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Beyond Memorization: Violating Privacy via Inference with Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
LEMON: Lossless model expansion
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Tangent Transformers for Composition,Privacy and Removal
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
BadEdit: Backdooring Large Language Models by Model Editing
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Dissecting learning and forgetting in language model finetuning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Private Zeroth-Order Nonsmooth Nonconvex Optimization
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
On the Learnability of Watermarks for Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Neural Polynomial Gabor Fields for Macro Motion Analysis
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #292
Teaching Language Models to Hallucinate Less with Synthetic Tasks
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Efficient ConvBN Blocks for Transfer Learning and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
A Probabilistic Framework for Modular Continual Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Topic Modeling as Multi-Objective Contrastive Optimization
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Emu: Generative Pretraining in Multimodality
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #297
Toward effective protection against diffusion-based mimicry through score distillation
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Soft Contrastive Learning for Time Series
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Exploring Diffusion Time-steps for Unsupervised Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Towards Transparent Time Series Forecasting
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods
[
Slides]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
LOQA: Learning with Opponent Q-Learning Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Exploring Weight Balancing on Long-Tailed Recognition Problem
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Exploring the cloud of feature interaction scores in a Rashomon set
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
ReMasker: Imputing Tabular Data with Masked Autoencoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Unsupervised Order Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Chain of Hindsight aligns Language Models with Feedback
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Polynomial Width is Sufficient for Set Representation with High-dimensional Features
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
Boosting Graph Anomaly Detection with Adaptive Message Passing
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Doubly Robust Proximal Causal Learning for Continuous Treatments
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data
[
Slides]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Transport meets Variational Inference: Controlled Monte Carlo Diffusions
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Time Fairness in Online Knapsack Problems
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Effective Data Augmentation With Diffusion Models
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Implicit Maximum a Posteriori Filtering via Adaptive Optimization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Training Socially Aligned Language Models on Simulated Social Interactions
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #247
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
Robust agents learn causal world models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Task Planning for Visual Room Rearrangement under Partial Observability
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Retrieval-Enhanced Contrastive Vision-Text Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Identifiable Latent Polynomial Causal Models through the Lens of Change
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Linear attention is (maybe) all you need (to understand Transformer optimization)
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
[
Poster]
[
OpenReview]
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Poster Session 1
Break
Tue May 07 03:45 AM -- 05:15 AM (PDT) @ Lunch is not provided None
Lunch Break
Expo Talk Panel
Tue May 07 03:45 AM -- 05:15 AM (PDT) @ Halle A 7 None
Zhipu GLM: train, develop, and deploy your own LLMs
Office Hours
Tue May 07 03:45 AM -- 04:30 AM (PDT) @ Schubert 2 None
Priya Donti
Office Hours
Tue May 07 03:45 AM -- 04:30 AM (PDT) @ Schubert 1 None
Lili Mou
Affinity Workshop
Tue May 07 04:15 AM -- 05:15 AM (PDT) @ Halle A 8 - 9 None
Tiny Papers Oral Session 1
[
Slides]
Office Hours
Tue May 07 04:30 AM -- 05:15 AM (PDT) @ Schubert 2 None
Furong Huang
Office Hours
Tue May 07 04:30 AM -- 05:15 AM (PDT) @ Schubert 3 None
Anna Rumshisky
Office Hours
Tue May 07 04:30 AM -- 05:15 AM (PDT) @ Schubert 1 None
Mihaela van der Schaar
Invited Talk
Tue May 07 05:15 AM -- 06:15 AM (PDT) @ Halle A 8 - 9 None
Copyright Fundamentals for AI Researchers
[
Slides]
Break
Tue May 07 06:15 AM -- 06:45 AM (PDT) @ Halle A None
Coffee Break
Oral
Tue May 07 06:45 AM -- 07:00 AM (PDT) @ Halle A 7 None
Vision Transformers Need Registers
In
Oral 2B
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 06:45 AM -- 07:00 AM (PDT) @ Halle A 2 None
Lipschitz Singularities in Diffusion Models
In
Oral 2C
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 06:45 AM -- 07:00 AM (PDT) @ Halle A 8 - 9 None
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
In
Oral 2A
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 06:45 AM -- 07:00 AM (PDT) @ Halle A 3 None
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
In
Oral 2D
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 06:45 AM -- 07:30 AM (PDT) @ Halle A 3 None
Oral 2D
Oral
Tue May 07 06:45 AM -- 07:30 AM (PDT) @ Halle A 7 None
Oral 2B
Oral
Tue May 07 06:45 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Oral 2A
Oral
Tue May 07 06:45 AM -- 07:30 AM (PDT) @ Halle A 2 None
Oral 2C
Oral
Tue May 07 07:00 AM -- 07:15 AM (PDT) @ Halle A 8 - 9 None
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
In
Oral 2A
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:00 AM -- 07:15 AM (PDT) @ Halle A 3 None
The mechanistic basis of data dependence and abrupt learning in an in-context classification task
In
Oral 2D
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:00 AM -- 07:15 AM (PDT) @ Halle A 7 None
Ghost on the Shell: An Expressive Representation of General 3D Shapes
In
Oral 2B
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:00 AM -- 07:15 AM (PDT) @ Halle A 2 None
Improved Techniques for Training Consistency Models
In
Oral 2C
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:15 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
In
Oral 2A
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:15 AM -- 07:30 AM (PDT) @ Halle A 2 None
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
In
Oral 2C
[
OpenReview]
[
OpenReview]
Oral
Tue May 07 07:15 AM -- 07:30 AM (PDT) @ Halle A 7 None
LRM: Large Reconstruction Model for Single Image to 3D
In
Oral 2B
[
OpenReview]
[
OpenReview]
Affinity Posters
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Blog Track Session 2
Affinity Posters
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Tiny Papers Poster Session 2
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #286
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
Theoretical Understanding of Learning from Adversarial Perturbations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Pre-training LiDAR-based 3D Object Detectors through Colorization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Vision Transformers Need Registers
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
Global Optimality for Non-linear Constrained Restoration Problems via Invexity
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #66
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
Clifford Group Equivariant Simplicial Message Passing Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
Replay across Experiments: A Natural Extension of Off-Policy RL
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
Don't Play Favorites: Minority Guidance for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #306
Frequency-Aware Transformer for Learned Image Compression
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #253
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #299
YaRN: Efficient Context Window Extension of Large Language Models
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
AgentBench: Evaluating LLMs as Agents
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #293
Retrieval is Accurate Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #270
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
Entropy Coding of Unordered Data Structures
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #308
Deep Temporal Graph Clustering
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #296
Image Inpainting via Iteratively Decoupled Probabilistic Modeling
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #307
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Input-gradient space particle inference for neural network ensembles
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Massively Scalable Inverse Reinforcement Learning in Google Maps
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #101
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #265
More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
Video Decomposition Prior: Editing Videos Layer by Layer
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #266
Perceptual Group Tokenizer: Building Perception with Iterative Grouping
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
Orbit-Equivariant Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
Bridging Vision and Language Spaces with Assignment Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
Implicit bias of SGD in $L_2$-regularized linear DNNs: One-way jumps from high to low rank
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #303
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
Curiosity-driven Red-teaming for Large Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
MiniLLM: Knowledge Distillation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
Time-Efficient Reinforcement Learning with Stochastic Stateful Policies
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #271
Learning Hierarchical Image Segmentation For Recognition and By Recognition
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
Rethinking Label Poisoning for GNNs: Pitfalls and Attacks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #254
Training-free Multi-objective Diffusion Model for 3D Molecule Generation
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
A path-norm toolkit for modern networks: consequences, promises and challenges
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #292
Learning to Jointly Understand Visual and Tactile Signals
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
Diving Segmentation Model into Pixels
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
[
Slides]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
Massive Editing for Large Language Models via Meta Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Exposing Text-Image Inconsistency Using Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
Adversarial AutoMixup
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Estimating Conditional Mutual Information for Dynamic Feature Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
Augmented Bayesian Policy Search
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #264
BRUSLEATTACK: A QUERY-EFFICIENT SCORE- BASED BLACK-BOX SPARSE ADVERSARIAL ATTACK
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #263
Reinforcement Symbolic Regression Machine
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #195
Making RL with Preference-based Feedback Efficient via Randomization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #262
Fusing Models with Complementary Expertise
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #257
Scaling Laws for Associative Memories
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
High Fidelity Neural Audio Compression
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #261
Learning to Make Adherence-aware Advice
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Symmetric Single Index Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
Improving Non-Transferable Representation Learning by Harnessing Content and Style
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #259
Fast Hyperboloid Decision Tree Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
UC-NERF: Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous Driving
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #258
NOLA: Compressing LoRA using Linear Combination of Random Basis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Seer: Language Instructed Video Prediction with Latent Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #130
Fine-Tuning Language Models for Factuality
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
ReLoRA: High-Rank Training Through Low-Rank Updates
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
Provable Robust Watermarking for AI-Generated Text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
An Intuitive Multi-Frequency Feature Representation for SO(3)-Equivariant Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
Federated Wasserstein Distance
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
Learning to design protein-protein interactions with enhanced generalization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Multi-task Learning with 3D-Aware Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Protein-ligand binding representation learning from fine-grained interactions
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
Masked Audio Generation using a Single Non-Autoregressive Transformer
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
[
Slides]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
Time Travel in LLMs: Tracing Data Contamination in Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
Label-Focused Inductive Bias over Latent Object Features in Visual Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
Transferring Learning Trajectories of Neural Networks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #256
Lipschitz Singularities in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
Eureka: Human-Level Reward Design via Coding Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #301
LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
Confronting Reward Model Overoptimization with Constrained RLHF
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
In-Context Learning Learns Label Relationships but Is Not Conventional Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #211
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
Label-Noise Robust Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
The importance of feature preprocessing for differentially private linear optimization
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
Most discriminative stimuli for functional cell type clustering
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #246
Fast, Expressive $\mathrm{SE}(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Forward $\chi^2$ Divergence Based Variational Importance Sampling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
Generalizability of Adversarial Robustness Under Distribution Shifts
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
Scaling Convex Neural Networks with Burer-Monteiro Factorization
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #247
Multilinear Operator Networks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Scalable Monotonic Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Denoising Diffusion via Image-Based Rendering
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
SEABO: A Simple Search-Based Method for Offline Imitation Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Provable Memory Efficient Self-Play Algorithm for Model-free Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
Tight Rates in Supervised Outlier Transfer Learning
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
You Only Query Once: An Efficient Label-Only Membership Inference Attack
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
The Marginal Value of Momentum for Small Learning Rate SGD
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
Label-free Node Classification on Graphs with Large Language Models (LLMs)
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #172
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #305
ADOPD: A Large-Scale Document Page Decomposition Dataset
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Teaching Arithmetic to Small Transformers
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #248
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #281
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
Privileged Sensing Scaffolds Reinforcement Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
Neural Auto-designer for Enhanced Quantum Kernels
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
Batch normalization is sufficient for universal function approximation in CNNs
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
Few-shot Hybrid Domain Adaptation of Image Generator
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #260
SmartPlay : A Benchmark for LLMs as Intelligent Agents
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #309
Deep Orthogonal Hypersphere Compression for Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
An Unforgeable Publicly Verifiable Watermark for Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
Non-Exchangeable Conformal Risk Control
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Habitat 3.0: A Co-Habitat for Humans, Avatars, and Robots
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
Zero-Shot Robustification of Zero-Shot Models
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
Uncertainty-aware Graph-based Hyperspectral Image Classification
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #255
Improved Techniques for Training Consistency Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
Critical Learning Periods Emerge Even in Deep Linear Networks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #310
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
Dynamic Sparse Training with Structured Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
Grounding Multimodal Large Language Models to the World
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
HoloNets: Spectral Convolutions do extend to Directed Graphs
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #278
Stochastic Modified Equations and Dynamics of Dropout Algorithm
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
CO2: Efficient Distributed Training with Full Communication-Computation Overlap
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Reconciling Spatial and Temporal Abstractions for Goal Representation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #251
Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
Continual Momentum Filtering on Parameter Space for Online Test-time Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Task structure and nonlinearity jointly determine learned representational geometry
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #50
Large-Vocabulary 3D Diffusion Model with Transformer
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
Demystifying Embedding Spaces using Large Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #275
MVDream: Multi-view Diffusion for 3D Generation
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
OmniControl: Control Any Joint at Any Time for Human Motion Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #51
Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #250
Unveiling Options with Neural Network Decomposition
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #168
NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #304
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #226
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
Controlling Vision-Language Models for Multi-Task Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
Xformer: Hybrid X-Shaped Transformer for Image Denoising
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Elucidating the design space of classifier-guided diffusion generation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
Denoising Diffusion Step-aware Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
Noisy Interpolation Learning with Shallow Univariate ReLU Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Adapting Large Language Models via Reading Comprehension
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
Benchmarking and Improving Generator-Validator Consistency of Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
EQA-MX: Embodied Question Answering using Multimodal Expression
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #287
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Language-Informed Visual Concept Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #279
Ghost on the Shell: An Expressive Representation of General 3D Shapes
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #269
$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
A Characterization Theorem for Equivariant Networks with Point-wise Activations
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #300
Uni3D: Exploring Unified 3D Representation at Scale
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #295
From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #268
Accelerating Sinkhorn algorithm with sparse Newton iterations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Continuous Invariance Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #297
Conformal Prediction via Regression-as-Classification
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #106
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
DreamClean: Restoring Clean Image Using Deep Diffusion Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #284
Poly-View Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
On Harmonizing Implicit Subpopulations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
Generating Pragmatic Examples to Train Neural Program Synthesizers
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Course Correcting Koopman Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #291
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
A differentiable brain simulator bridging brain simulation and brain-inspired computing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
Generalized Schrödinger Bridge Matching
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #276
Denoising Diffusion Bridge Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #229
Expressivity of ReLU-Networks under Convex Relaxations
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
PAC Prediction Sets Under Label Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Scalable Neural Network Kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #252
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #285
Deceptive Fairness Attacks on Graphs via Meta Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
Understanding Addition in Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #283
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
Coordinate-Aware Modulation for Neural Fields
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Combining Axes Preconditioners through Kronecker Approximation for Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #302
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
When Semantic Segmentation Meets Frequency Aliasing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #311
Language Model Decoding as Direct Metrics Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
H-GAP: Humanoid Control with a Generalist Planner
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
Large Language Models Cannot Self-Correct Reasoning Yet
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #290
On Diffusion Modeling for Anomaly Detection
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
BrainLM: A foundation model for brain activity recordings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #249
The mechanistic basis of data dependence and abrupt learning in an in-context classification task
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
Stabilizing Backpropagation Through Time to Learn Complex Physics
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #245
Sentence-level Prompts Benefit Composed Image Retrieval
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
Are Human-generated Demonstrations Necessary for In-context Learning?
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
Enabling Lanuguage Models to Implicitly Learn Self-Improvement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #294
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #288
Predicting Emergent Abilities with Infinite Resolution Evaluation
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
SGD Finds then Tunes Features in Two-Layer Neural Networks with near-Optimal Sample Complexity: A Case Study in the XOR problem
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #146
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #312
Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #267
High-dimensional SGD aligns with emerging outlier eigenspaces
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
Compressed Context Memory for Online Language Model Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Memorization in Self-Supervised Learning Improves Downstream Generalization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
Provably Efficient CVaR RL in Low-rank MDPs
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #154
Feature emergence via margin maximization: case studies in algebraic tasks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #282
Improved Probabilistic Image-Text Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Grokking as a First Order Phase Transition in Two Layer Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
MogaNet: Multi-order Gated Aggregation Network
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
At Which Training Stage Does Code Data Help LLMs Reasoning?
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #185
Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
Object centric architectures enable efficient causal representation learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
Hard-Constrained Deep Learning for Climate Downscaling
[
JMLR]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
Holistic Evaluation of Language Models
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #7
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #123
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
LRM: Large Reconstruction Model for Single Image to 3D
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
On the Stability of Iterative Retraining of Generative Models on their own Data
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #273
A Benchmark Study on Calibration
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
Skip-Attention: Improving Vision Transformers by Paying Less Attention
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #272
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Poster Session 2
Remarks
Tue May 07 09:30 AM -- 09:45 AM (PDT) @ Halle A 8 - 9 None
Opening Ceremony
Remarks
Tue May 07 09:30 AM -- 09:45 AM (PDT) @ Halle A 2 None
Opening Ceremony
Remarks
Tue May 07 09:30 AM -- 09:45 AM (PDT) @ Halle A 3 None
Opening Ceremony
Remarks
Tue May 07 09:30 AM -- 09:45 AM (PDT) @ Halle A 7 None
Opening Ceremony
Reception
Tue May 07 09:45 AM -- 11:00 AM (PDT) @ Halle A None
Reception
Registration Desk
Tue May 07 11:00 PM -- 09:30 AM (PDT) @ Halle A Foyer None
Registration Desk
Invited Talk
Tue May 07 11:30 PM -- 12:30 AM (PDT) @ Halle A 8 - 9 None
Learning through AI’s winters and springs: unexpected truths on the road to AGI
Break
Wed May 08 12:30 AM -- 01:00 AM (PDT) @ Halle A None
Coffee Break
Oral
Wed May 08 01:00 AM -- 01:15 AM (PDT) @ Halle A 8 - 9 None
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models
In
Oral 3A
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:00 AM -- 01:15 AM (PDT) @ Halle A 3 None
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?
In
Oral 3D
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:00 AM -- 01:15 AM (PDT) @ Halle A 7 None
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
In
Oral 3B
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:00 AM -- 01:15 AM (PDT) @ Halle A 2 None
Improving Convergence and Generalization Using Parameter Symmetries
In
Oral 3C
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:00 AM -- 01:45 AM (PDT) @ Halle A 7 None
Oral 3B
Oral
Wed May 08 01:00 AM -- 01:45 AM (PDT) @ Halle A 2 None
Oral 3C
Oral
Wed May 08 01:00 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Oral 3A
Oral
Wed May 08 01:00 AM -- 01:45 AM (PDT) @ Halle A 3 None
Oral 3D
Oral
Wed May 08 01:15 AM -- 01:30 AM (PDT) @ Halle A 2 None
Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
In
Oral 3C
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:15 AM -- 01:30 AM (PDT) @ Halle A 3 None
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
In
Oral 3D
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:15 AM -- 01:30 AM (PDT) @ Halle A 7 None
Learning Energy Decompositions for Partial Inference in GFlowNets
In
Oral 3B
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:15 AM -- 01:30 AM (PDT) @ Halle A 8 - 9 None
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
In
Oral 3A
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:30 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
In
Oral 3A
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:30 AM -- 01:45 AM (PDT) @ Halle A 2 None
Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
In
Oral 3C
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 01:30 AM -- 01:45 AM (PDT) @ Halle A 7 None
Cameras as Rays: Pose Estimation via Ray Diffusion
In
Oral 3B
[
Slides]
[
OpenReview]
[
OpenReview]
Affinity Posters
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Blog Track Session 3
Affinity Posters
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Tiny Papers Poster Session 3
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Efficiently Computing Similarities to Private Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
General Stability Analysis for Zeroth-Order Optimization Algorithms
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
Improving Convergence and Generalization Using Parameter Symmetries
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Universal Jailbreak Backdoors from Poisoned Human Feedback
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Fantastic Generalization Measures are Nowhere to be Found
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
Effective pruning of web-scale datasets based on complexity of concept clusters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
A Quadratic Synchronization Rule for Distributed Deep Learning
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Set Learning for Accurate and Calibrated Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
ConR: Contrastive Regularizer for Deep Imbalanced Regression
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Equivariant Matrix Function Neural Networks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #302
Towards Poisoning Fair Representations
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #337
Near-Optimal Solutions of Constrained Learning Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #309
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
Patched Denoising Diffusion Models For High-Resolution Image Synthesis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
AttEXplore: Attribution for Explanation with model parameters eXploration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
Post-hoc bias scoring is optimal for fair classification
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Self-supervised Representation Learning from Random Data Projectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
Fully Hyperbolic Convolutional Neural Networks for Computer Vision
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Cameras as Rays: Pose Estimation via Ray Diffusion
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
Prompt Gradient Projection for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Non-negative Contrastive Learning
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
Towards image compression with perfect realism at ultra-low bitrates
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Test-Time Training on Nearest Neighbors for Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
Conformal Inductive Graph Neural Networks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
LLM Augmented LLMs: Expanding Capabilities through Composition
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
PanoDiffusion: 360-degree Panorama Outpainting via Diffusion
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
Mirage: Model-agnostic Graph Distillation for Graph Classification
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
CORN: Contact-based Object Representation for Nonprehensile Manipulation of General Unseen Objects
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Towards Establishing Guaranteed Error for Learned Database Operations
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
Learning to solve Class-Constrained Bin Packing Problems via Encoder-Decoder Model
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #249
RetroBridge: Modeling Retrosynthesis with Markov Bridges
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Reward Design for Justifiable Sequential Decision-Making
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #250
Language Model Detectors Are Easily Optimized Against
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Evaluating Language Model Agency Through Negotiations
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
A Restoration Network as an Implicit Prior
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
[
Poster]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Test-time Adaptation against Multi-modal Reliability Bias
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
What does automatic differentiation compute for neural networks?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Self-Consuming Generative Models Go MAD
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
GPAvatar: Generalizable and Precise Head Avatar from Image(s)
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #305
CAMBranch: Contrastive Learning with Augmented MILPs for Branching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Supervised Knowledge Makes Large Language Models Better In-context Learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
Aligning Relational Learning with Lipschitz Fairness
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
The Expressive Power of Transformers with Chain of Thought
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
What Matters to You? Towards Visual Representation Alignment for Robot Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Feature-aligned N-BEATS with Sinkhorn divergence
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Graph Parsing Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #303
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #340
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #315
Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #338
Adversarial Training Should Be Cast as a Non-Zero-Sum Game
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #343
Maximum Entropy Heterogeneous-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Consistency-guided Prompt Learning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #331
Sample-Efficient Quality-Diversity by Cooperative Coevolution
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Headless Language Models: Learning without Predicting with Contrastive Weight Tying
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #297
MAP IT to Visualize Representations
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Revisiting Data Augmentation in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #335
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #334
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
Enhanced Face Recognition using Intra-class Incoherence Constraint
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #298
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Conditional Variational Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #313
The Expressive Power of Low-Rank Adaptation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
A Branching Decoder for Set Generation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #304
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #336
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #307
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #301
An operator preconditioning perspective on training in physics-informed machine learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Hindsight PRIORs for Reward Learning from Human Preferences
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Explaining Time Series via Contrastive and Locally Sparse Perturbations
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Lemur: Harmonizing Natural Language and Code for Language Agents
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Sharpness-Aware Data Poisoning Attack
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Learning to Reject with a Fixed Predictor: Application to Decontextualization
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
CODE REPRESENTATION LEARNING AT SCALE
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
CellPLM: Pre-training of Cell Language Model Beyond Single Cells
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Temporal Generalization Estimation in Evolving Graphs
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
GROOT: Learning to Follow Instructions by Watching Gameplay Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #341
Deep Reinforcement Learning for Modelling Protein Complexes
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Kernelised Normalising Flows
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
The Generalization Gap in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Select to Perfect: Imitating desired behavior from large multi-agent data
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
Language Models Represent Space and Time
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Towards 3D Molecule-Text Interpretation in Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Human Feedback is not Gold Standard
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Bellman Optimal Stepsize Straightening of Flow-Matching Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #342
$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Partitioning Message Passing for Graph Fraud Detection
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Linear Log-Normal Attention with Unbiased Concentration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
An interpretable error correction method for enhancing code-to-code translation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #306
Automatic Functional Differentiation in JAX
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #339
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Vanishing Gradients in Reinforcement Finetuning of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
What Algorithms can Transformers Learn? A Study in Length Generalization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
Learning to Act without Actions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Image Translation as Diffusion Visual Programmers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Federated Recommendation with Additive Personalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Improved baselines for vision-language pre-training
[
Poster]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
Scale-Adaptive Diffusion Model for Complex Sketch Synthesis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #311
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
Learning Conditional Invariances through Non-Commutativity
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
PromptTTS 2: Describing and Generating Voices with Text Prompt
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
Transformers can optimally learn regression mixture models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
Representation Deficiency in Masked Language Modeling
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Fast Value Tracking for Deep Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
FedInverse: Evaluating Privacy Leakage in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Unified Human-Scene Interaction via Prompted Chain-of-Contacts
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #284
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #332
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
Generative Adversarial Equilibrium Solvers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
FasterViT: Fast Vision Transformers with Hierarchical Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Analyzing and Improving Optimal-Transport-based Adversarial Networks
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
Protein Multimer Structure Prediction via Prompt Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
The Trickle-down Impact of Reward Inconsistency on RLHF
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
A Recipe for Improved Certifiable Robustness
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #333
Neural Architecture Retrieval
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
LLM-grounded Video Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Function-space Parameterization of Neural Networks for Sequential Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Large Language Models as Analogical Reasoners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Minimum width for universal approximation using ReLU networks on compact domain
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
The Consensus Game: Language Model Generation via Equilibrium Search
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Tool-Augmented Reward Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #347
Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #344
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Democratizing Fine-grained Visual Recognition with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Prompt Learning with Quaternion Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Accelerated Sampling with Stacked Restricted Boltzmann Machines
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Energy-guided Entropic Neural Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
ContextRef: Evaluating Referenceless Metrics for Image Description Generation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
On Double Descent in Reinforcement Learning with LSTD and Random Features
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
SaNN: Simple Yet Powerful Simplicial-aware Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
DMBP: Diffusion model-based predictor for robust offline reinforcement learning against state observation perturbations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Improving Intrinsic Exploration by Creating Stationary Objectives
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
CoBIT: A Contrastive Bi-directional Image-Text Generation Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Retrieval-based Disentangled Representation Learning with Natural Language Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #345
Conformal Language Modeling
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Space Group Constrained Crystal Generation
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
GraphPulse: Topological representations for temporal graph property prediction
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
R-MAE: Regions Meet Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SparseFormer: Sparse Visual Recognition via Limited Latent Tokens
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
Accurate Forgetting for Heterogeneous Federated Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
[
JMLR]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #300
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
CLAP: Collaborative Adaptation for Patchwork Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
On Differentially Private Federated Linear Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Trajeglish: Traffic Modeling as Next-Token Prediction
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #348
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Safe RLHF: Safe Reinforcement Learning from Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
Quasi-Monte Carlo for 3D Sliced Wasserstein
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
Tree Cross Attention
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Tree Search-Based Policy Optimization under Stochastic Execution Delay
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
Sufficient conditions for offline reactivation in recurrent neural networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
Local Search GFlowNets
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Pre-training with Synthetic Data Helps Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Understanding the Effects of RLHF on LLM Generalisation and Diversity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
Learning Energy Decompositions for Partial Inference in GFlowNets
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
GenSim: Generating Robotic Simulation Tasks via Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
FOSI: Hybrid First and Second Order Optimization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Lagrangian Flow Networks for Conservation Laws
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
fairret: a Framework for Differentiable Fairness Regularization Terms
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
PeFLL: Personalized Federated Learning by Learning to Learn
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
Effective Structural Encodings via Local Curvature Profiles
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #292
Improving Offline RL by Blending Heuristics
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Robust Similarity Learning with Difference Alignment Regularization
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
LabelDP-Pro: Learning with Label Differential Privacy via Projections
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #290
Scaling Laws of RoPE-based Extrapolation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #314
On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #349
FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Whittle Index with Multiple Actions and State Constraint for Inventory Management
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
ControlVideo: Training-free Controllable Text-to-video Generation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
Towards Foundation Models for Knowledge Graph Reasoning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Stochastic Controlled Averaging for Federated Learning with Communication Compression
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Rethinking the Uniformity Metric in Self-Supervised Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Fair Classifiers that Abstain without Harm
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #310
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Quantifying the Plausibility of Context Reliance in Neural Machine Translation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
TabR: Tabular Deep Learning Meets Nearest Neighbors
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Perceptual Scales Predicted by Fisher Information Metrics
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Fast and unified path gradient estimators for normalizing flows
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #350
A Simple and Scalable Representation for Graph Generation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #312
TokenFlow: Consistent Diffusion Features for Consistent Video Editing
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #3
Why is SAM Robust to Label Noise?
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Ensemble Distillation for Unsupervised Constituency Parsing
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #308
Scaling Laws for Sparsely-Connected Foundation Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
Efficient Multi-agent Reinforcement Learning by Planning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
In-context Autoencoder for Context Compression in a Large Language Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Guess & Sketch: Language Model Guided Transpilation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
Function Vectors in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
The Generative AI Paradox: “What It Can Create, It May Not Understand”
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #329
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #299
Querying Easily Flip-flopped Samples for Deep Active Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
ZipIt! Merging Models from Different Tasks without Training
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Learning Grounded Action Abstractions from Language
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Poster Session 3
Break
Wed May 08 03:45 AM -- 05:15 AM (PDT) @ Lunch is not provided None
Lunch Break
Office Hours
Wed May 08 03:45 AM -- 04:30 AM (PDT) @ Schubert 2 None
Andrej Risteski
Office Hours
Wed May 08 03:45 AM -- 04:30 AM (PDT) @ Schubert 4 None
Yao Qin
Office Hours
Wed May 08 03:45 AM -- 04:30 AM (PDT) @ Schubert 3 None
Andrea Bajcsy
Office Hours
Wed May 08 03:45 AM -- 04:30 AM (PDT) @ Schubert 1 None
Samy Bengio
Expo Talk Panel
Wed May 08 04:00 AM -- 04:45 AM (PDT) @ Stolz 1 None
“Beyond Algorithms: Navigating the Data Deluge in AI”
Affinity Workshop
Wed May 08 04:15 AM -- 05:15 AM (PDT) @ Halle A 3 None
Tiny Papers Oral Session 2
Town Hall
Wed May 08 04:15 AM -- 05:15 AM (PDT) @ Halle A 2 None
Town Hall
Office Hours
Wed May 08 04:30 AM -- 05:15 AM (PDT) @ Schubert 4 None
Aditi Raghunathan
Office Hours
Wed May 08 04:30 AM -- 05:15 AM (PDT) @ Schubert 3 None
Yoshua Bengio
Office Hours
Wed May 08 04:30 AM -- 05:15 AM (PDT) @ Schubert 2 None
Eunsoi Choi
Test Of Time
Wed May 08 05:15 AM -- 05:45 AM (PDT) @ Halle A 8 - 9 None
Auto-Encoding Variational Bayes
[
arXiv]
Test Of Time Runner Up
Wed May 08 05:45 AM -- 06:15 AM (PDT) @ Halle A 8 - 9 None
Intriguing properties of neural networks
[
arXiv]
Break
Wed May 08 06:15 AM -- 06:45 AM (PDT) @ Halle A None
Coffee Break
Oral
Wed May 08 06:45 AM -- 07:00 AM (PDT) @ Halle A 3 None
Amortizing intractable inference in large language models
In
Oral 4D
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 06:45 AM -- 07:00 AM (PDT) @ Halle A 2 None
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
In
Oral 4C
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 06:45 AM -- 07:00 AM (PDT) @ Halle A 7 None
Topological data analysis on noisy quantum computers
In
Oral 4B
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 06:45 AM -- 07:30 AM (PDT) @ Halle A 2 None
Oral 4C
Oral
Wed May 08 06:45 AM -- 07:30 AM (PDT) @ Halle A 3 None
Oral 4D
Oral
Wed May 08 06:45 AM -- 07:30 AM (PDT) @ Halle A 7 None
Oral 4B
Oral
Wed May 08 06:45 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Oral 4A
Oral
Wed May 08 07:00 AM -- 07:15 AM (PDT) @ Halle A 7 None
Flow Matching on General Geometries
In
Oral 4B
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:00 AM -- 07:15 AM (PDT) @ Halle A 3 None
Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems.
In
Oral 4D
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:00 AM -- 07:15 AM (PDT) @ Halle A 2 None
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
In
Oral 4C
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:00 AM -- 07:15 AM (PDT) @ Halle A 8 - 9 None
SWE-bench: Can Language Models Resolve Real-world Github Issues?
In
Oral 4A
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:15 AM -- 07:30 AM (PDT) @ Halle A 7 None
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
In
Oral 4B
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:15 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Batched Low-Rank Adaptation of Foundation Models
In
Oral 4A
[
OpenReview]
[
OpenReview]
Oral
Wed May 08 07:15 AM -- 07:30 AM (PDT) @ Halle A 2 None
Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning
In
Oral 4C
[
Slides]
[
OpenReview]
[
OpenReview]
Affinity Posters
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Blog Track Session 4
Affinity Posters
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Tiny Papers Poster Session 4
[
Slides]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
Robust Angular Synchronization via Directed Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
Learning Thresholds with Latent Values and Censored Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
Submodular Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #245
An Emulator for Fine-tuning Large Language Models using Small Language Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
Improving protein optimization with smoothed fitness landscapes
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
A Newborn Embodied Turing Test for Comparing Object Segmentation Across Animals and Machines
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Momentum Benefits Non-iid Federated Learning Simply and Provably
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #285
Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
Faithful Vision-Language Interpretation via Concept Bottleneck Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
Context is Environment
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #291
ARGS: Alignment as Reward-Guided Search
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
How connectivity structure shapes rich and lazy learning in neural circuits
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
Threaten Spiking Neural Networks through Combining Rate and Temporal Information
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #250
Consistent Multi-Class Classification from Multiple Unlabeled Datasets
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Online Information Acquisition: Hiring Multiple Agents
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #278
SEA: Sparse Linear Attention with Estimated Attention Mask
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
Statistical Rejection Sampling Improves Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #262
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #267
TD-MPC2: Scalable, Robust World Models for Continuous Control
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
Bayesian Coreset Optimization for Personalized Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #249
New Insight of Variance reduce in Zero-Order Hard-Thresholding: Mitigating Gradient Error and Expansivity Contradictions
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
Correlated Noise Provably Beats Independent Noise for Differentially Private Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
Bridging Neural and Symbolic Representations with Transitional Dictionary Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Domain-Agnostic Molecular Generation with Chemical Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Modulate Your Spectrum in Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #270
Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
AutoVP: An Automated Visual Prompting Framework and Benchmark
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #279
Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #260
Deep Confident Steps to New Pockets: Strategies for Docking Generalization
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Topological data analysis on noisy quantum computers
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #271
GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
Amortizing intractable inference in large language models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
Pre-Training and Fine-Tuning Generative Flow Networks
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Balancing Act: Constraining Disparate Impact in Sparse Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
Neural Spectral Methods: Self-supervised learning in the spectral domain
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
Separating common from salient patterns with Contrastive Representation Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #275
Online GNN Evaluation Under Test-time Graph Distribution Shifts
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #288
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
Understanding Catastrophic Forgetting in Language Models via Implicit Inference
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Shadow Cones: A Generalized Framework for Partial Order Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
Curriculum reinforcement learning for quantum architecture search under hardware errors
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #297
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #272
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Learning dynamic representations of the functional connectome in neurobiological networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
Probabilistically Rewired Message-Passing Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
Path Choice Matters for Clear Attributions in Path Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
Multi-Scale Representations by Varying Window Attention for Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #263
Horizon-Free Regret for Linear Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
EasyTPP: Towards Open Benchmarking Temporal Point Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #248
Flow Matching on General Geometries
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #269
CNN Kernels Can Be the Best Shapelets
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Universal Humanoid Motion Representations for Physics-Based Control
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #226
Out-of-Distribution Detection with Negative Prompts
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #246
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #266
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #123
Learning to reconstruct signals from binary measurements alone
[
Slides]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Neural Fourier Transform: A General Approach to Equivariant Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
Social-Transmotion: Promptable Human Trajectory Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
AmortizedPeriod: Attention-based Amortized Inference for Periodicity Identification
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #258
Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
Neural Active Learning Beyond Bandits
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Teaching Large Language Models to Self-Debug
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
LILO: Learning Interpretable Libraries by Compressing and Documenting Code
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
FeatUp: A Model-Agnostic Framework for Features at Any Resolution
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #257
A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
A representation-learning game for classes of prediction tasks
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #268
Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #229
Defining and extracting generalizable interaction primitives from DNNs
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
PubDef: Defending Against Transfer Attacks From Public Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Improving Domain Generalization with Domain Relations
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #252
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #289
Neural Common Neighbor with Completion for Link Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
On Adversarial Training without Perturbing all Examples
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #130
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
Convolutional Deep Kernel Machines
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Theoretical Analysis of Robust Overfitting for Wide DNNs: An NTK Approach
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
Adaptive Window Pruning for Efficient Local Motion Deblurring
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #172
Image Inpainting via Tractable Steering of Diffusion Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
Brain decoding: toward real-time reconstruction of visual perception
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
Toward Student-oriented Teacher Network Training for Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #273
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Chain of Log-Concave Markov Chains
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
SpaCE: The Spatial Confounding Environment
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #146
Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
Privacy-Preserving In-Context Learning for Large Language Models
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
What does the Knowledge Neuron Thesis Have to do with Knowledge?
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
BatteryML: An Open-source Platform for Machine Learning on Battery Degradation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
Discovering modular solutions that generalize compositionally
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #294
On Stationary Point Convergence of PPO-Clip
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
Making LLaMA SEE and Draw with SEED Tokenizer
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
Interpretable Meta-Learning of Physical Systems
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
Space and time continuous physics simulation from partial observations
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
Entropy-MCMC: Sampling from Flat Basins with Ease
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Treatment Effects Estimation By Uniform Transformer
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
A Benchmark for Learning to Translate a New Language from One Grammar Book
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
On the Limitations of Temperature Scaling for Distributions with Overlaps
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #298
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
The Effective Horizon Explains Deep RL Performance in Stochastic Environments
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Generative Sliced MMD Flows with Riesz Kernels
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
Class Probability Matching with Calibrated Networks for Label Shift Adaption
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
Vision-by-Language for Training-Free Compositional Image Retrieval
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Understanding Certified Training with Interval Bound Propagation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
A Sublinear Adversarial Training Algorithm
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #247
True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
Learning Interactive Real-World Simulators
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
Contrastive Learning is Spectral Clustering on Similarity Graph
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Energy-based Automated Model Evaluation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
Unknown Domain Inconsistency Minimization for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Contrastive Preference Learning: Learning from Human Feedback without Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #296
Score Regularized Policy Optimization through Diffusion Behavior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #282
Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
Robust Model-Based Optimization for Challenging Fitness Landscapes
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Symbol as Points: Panoptic Symbol Spotting via Point-based Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #287
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #190
Invariance-based Learning of Latent Dynamics
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Neural Monge Map estimation and its applications
[
Poster]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #299
$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
Image Background Serves as Good Proxy for Out-of-distribution Data
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
De novo Protein Design Using Geometric Vector Field Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
Tag2Text: Guiding Vision-Language Model via Image Tagging
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #259
VDT: General-purpose Video Diffusion Transformers via Mask Modeling
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s)
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
VQ-TR: Vector Quantized Attention for Time Series Forecasting
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
Query-Policy Misalignment in Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
Sliced Wasserstein Estimation with Control Variates
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
Scalable and Effective Implicit Graph Neural Networks on Large Graphs
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #286
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #292
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
On the Effect of Batch Size in Byzantine-Robust Distributed Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Learning Nash Equilibria in Rank-1 Games
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
Robot Fleet Learning via Policy Merging
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #295
Batched Low-Rank Adaptation of Foundation Models
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Grounding Language Plans in Demonstrations Through Counterfactual Perturbations
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
Impact of Computation in Integral Reinforcement Learning for Continuous-Time Control
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #154
Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
FedDA: Faster Adaptive Gradient Methods for Federated Constrained Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
Leveraging augmented-Lagrangian techniques for differentiating over infeasible quadratic programs in machine learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
Language Model Cascades: Token-Level Uncertainty And Beyond
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
Ferret: Refer and Ground Anything Anywhere at Any Granularity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #254
Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #195
Logical Languages Accepted by Transformer Encoders with Hard Attention
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
NEFTune: Noisy Embeddings Improve Instruction Finetuning
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
Nougat: Neural Optical Understanding for Academic Documents
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
Talk like a Graph: Encoding Graphs for Large Language Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #253
GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #261
On the Foundations of Shortcut Learning
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #283
On Accelerating Diffusion-Based Sampling Processes via Improved Integration Approximation
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #284
Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems.
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Pseudo-Generalized Dynamic View Synthesis from a Video
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A”
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
DMV3D: Denoising Multi-view Diffusion Using 3D Large Reconstruction Model
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #281
InstructDET: Diversifying Referring Object Detection with Generalized Instructions
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
Annealing Self-Distillation Rectification Improves Adversarial Training
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #251
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Two-timescale Extragradient for Finding Local Minimax Points
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #264
On Error Propagation of Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
Visual Data-Type Understanding does not emerge from scaling Vision-Language Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
SWE-bench: Can Language Models Resolve Real-world Github Issues?
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
Dual-Encoders for Extreme Multi-label Classification
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
From Sparse to Soft Mixtures of Experts
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #290
DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Language Model Self-improvement by Reinforcement Learning Contemplation
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #293
Evaluating Large Language Models at Evaluating Instruction Following
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Improving the Convergence of Dynamic NeRFs via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
TapMo: Shape-aware Motion Generation of Skeleton-free Characters
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
[
Slides]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #50
DiffEnc: Variational Diffusion with a Learned Encoder
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #101
Zoology: Measuring and Improving Recall in Efficient Language Models
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #7
Retro-fallback: retrosynthetic planning in an uncertain world
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #265
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #185
The Need for Speed: Pruning Transformers with One Recipe
[
Poster]
[
OpenReview]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Poster Session 4
Registration Desk
Wed May 08 11:00 PM -- 09:30 AM (PDT) @ Halle A Foyer None
Registration Desk
Invited Talk
Wed May 08 11:30 PM -- 12:30 AM (PDT) @ Halle A 8 - 9 None
Stories from my life
Break
Thu May 09 12:30 AM -- 01:00 AM (PDT) @ Halle A None
Coffee Break
Oral
Thu May 09 01:00 AM -- 01:15 AM (PDT) @ Halle A 7 None
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
In
Oral 5B
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:00 AM -- 01:15 AM (PDT) @ Halle A 3 None
Interpreting CLIP's Image Representation via Text-Based Decomposition
In
Oral 5D
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:00 AM -- 01:15 AM (PDT) @ Halle A 2 None
Neural Fine-Tuning Search for Few-Shot Learning
In
Oral 5C
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:00 AM -- 01:15 AM (PDT) @ Halle A 8 - 9 None
Generalization in diffusion models arises from geometry-adaptive harmonic representations
In
Oral 5A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:00 AM -- 01:45 AM (PDT) @ Halle A 2 None
Oral 5C
Oral
Thu May 09 01:00 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Oral 5A
Oral
Thu May 09 01:00 AM -- 01:45 AM (PDT) @ Halle A 7 None
Oral 5B
Oral
Thu May 09 01:00 AM -- 01:45 AM (PDT) @ Halle A 3 None
Oral 5D
Oral
Thu May 09 01:15 AM -- 01:30 AM (PDT) @ Halle A 8 - 9 None
Diffusion Model for Dense Matching
In
Oral 5A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:15 AM -- 01:30 AM (PDT) @ Halle A 3 None
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
In
Oral 5D
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:15 AM -- 01:30 AM (PDT) @ Halle A 2 None
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
In
Oral 5C
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:15 AM -- 01:30 AM (PDT) @ Halle A 7 None
Finetuning Text-to-Image Diffusion Models for Fairness
In
Oral 5B
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:30 AM -- 01:45 AM (PDT) @ Halle A 7 None
Unprocessing Seven Years of Algorithmic Fairness
In
Oral 5B
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:30 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Generative Modeling with Phase Stochastic Bridge
In
Oral 5A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 01:30 AM -- 01:45 AM (PDT) @ Halle A 2 None
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
In
Oral 5C
[
OpenReview]
[
OpenReview]
Affinity Posters
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Blog Track Session 5
Affinity Posters
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Tiny Papers Poster Session 5
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
Forward Learning of Graph Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
TorchRL: A data-driven decision-making library for PyTorch
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Counting Graph Substructures with Graph Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
TRAM: Bridging Trust Regions and Sharpness Aware Minimization
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #3
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Denoising Task Routing for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
Embarrassingly Simple Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Skill or Luck? Return Decomposition via Advantage Functions
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Generalization in diffusion models arises from geometry-adaptive harmonic representations
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Future Language Modeling from Temporal Document History
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
Domain constraints improve risk prediction when outcome data is missing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
Large Language Models to Enhance Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Training Diffusion Models with Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
L2MAC: Large Language Model Automatic Computer for Extensive Code Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
Hypothesis Search: Inductive Reasoning with Language Models
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
DittoGym: Learning to Control Soft Shape-Shifting Robots
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
I-PHYRE: Interactive Physical Reasoning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Identifying Policy Gradient Subspaces
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Numerical Accounting in the Shuffle Model of Differential Privacy
[
Poster]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
GIO: Gradient Information Optimization for Training Dataset Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SLiMe: Segment Like Me
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Fair and Efficient Contribution Valuation for Vertical Federated Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
How do Language Models Bind Entities in Context?
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
Learning Performance-Improving Code Edits
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Dual RL: Unification and New Methods for Reinforcement and Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
HiGen: Hierarchical Graph Generative Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
TEDDY: Trimming Edges with Degree-based Discrimination Strategy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
AutoLoRa: An Automated Robust Fine-Tuning Framework
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Learning Implicit Representation for Reconstructing Articulated Objects
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Towards Offline Opponent Modeling with In-context Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Generative Pre-training for Speech with Flow Matching
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Object-Centric Learning with Slot Mixture Module
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
Efficient Modulation for Vision Networks
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Masked Structural Growth for 2x Faster Language Model Pre-training
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Quantifying the Sensitivity of Inverse Reinforcement Learning to Misspecification
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
Counterfactual Density Estimation using Kernel Stein Discrepancies
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
Pre-training with Random Orthogonal Projection Image Modeling
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Debiasing Attention Mechanism in Transformer without Demographics
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Maximum Entropy Model Correction in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
Adversarial Imitation Learning via Boosting
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Copula Conformal prediction for multi-step time series prediction
[
Slides]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Think before you speak: Training Language Models With Pause Tokens
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Periodicity Decoupling Framework for Long-term Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
[
Slides]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Negative Label Guided OOD Detection with Pretrained Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-free Algorithm
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
On the Stability of Expressive Positional Encodings for Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
TOSS: High-quality Text-guided Novel View Synthesis from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Linearity of Relation Decoding in Transformer Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Learning Multi-Agent Communication with Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
Quality-Diversity through AI Feedback
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
SALMON: Self-Alignment with Instructable Reward Models
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
Compositional Preference Models for Aligning LMs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Provable Offline Preference-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
Generative Modeling with Phase Stochastic Bridge
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #249
Frozen Transformers in Language Models Are Effective Visual Encoder Layers
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
RAIN: Your Language Models Can Align Themselves without Finetuning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
The Hidden Language of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
Text-to-3D with Classifier Score Distillation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Leave-one-out Distinguishability in Machine Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
DP-SGD Without Clipping: The Lipschitz Neural Network Way
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Magnushammer: A Transformer-Based Approach to Premise Selection
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Investigating the Benefits of Projection Head for Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #247
How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
General Graph Random Features
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Are Models Biased on Text without Gender-related Language?
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Improving LoRA in Privacy-preserving Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Unprocessing Seven Years of Algorithmic Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Compressing Latent Space via Least Volume
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Active Retrosynthetic Planning Aware of Route Quality
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
In-context Exploration-Exploitation for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
Early Stopping Against Label Noise Without Validation Data
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
Memorization Capacity of Multi-Head Attention in Transformers
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
Single Motion Diffusion
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
Grokking as the transition from lazy to rich training dynamics
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Efficient Subgraph GNNs by Learning Effective Selection Policies
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
RLIF: Interactive Imitation Learning as Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Teach LLMs to Phish: Stealing Private Information from Language Models
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Object-Aware Inversion and Reassembly for Image Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
RingAttention with Blockwise Transformers for Near-Infinite Context
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Order-Preserving GFlowNets
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Scaling Supervised Local Learning with Augmented Auxiliary Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
HYPO: Hyperspherical Out-Of-Distribution Generalization
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Analyzing Feed-Forward Blocks in Transformers through the Lens of Attention Maps
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
BECLR: Batch Enhanced Contrastive Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
EventRPG: Event Data Augmentation with Relevance Propagation Guidance
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Diffusion Model for Dense Matching
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Looped Transformers are Better at Learning Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Diffusion-TS: Interpretable Diffusion for General Time Series Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #290
An Efficient Tester-Learner for Halfspaces
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Blending Imitation and Reinforcement Learning for Robust Policy Improvement
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Online Stabilization of Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Interpretable Diffusion via Information Decomposition
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
Adaptive Self-training Framework for Fine-grained Scene Graph Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Imitation Learning from Observation with Automatic Discount Scheduling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
Scalable Diffusion for Materials Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
NECO: NEural Collapse Based Out-of-distribution detection
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
Towards Understanding Factual Knowledge of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Beating Price of Anarchy and Gradient Descent without Regret in Potential Games
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Communication-Efficient Federated Non-Linear Bandit Optimization
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Neur2RO: Neural Two-Stage Robust Optimization
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
When can transformers reason with abstract symbols?
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
Masked Completion via Structured Diffusion with White-Box Transformers
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
Win-Win: Training High-Resolution Vision Transformers from Two Windows
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
Spatially-Aware Transformers for Embodied Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
On Characterizing the Trade-off in Invariant Representation Learning
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
Distributionally Robust Optimization with Bias and Variance Reduction
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Neural Ordinary Differential Equations for Modeling Epidemic Spreading
[
Poster]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Finetuning Text-to-Image Diffusion Models for Fairness
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
What's In My Big Data?
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
PRIME: Prioritizing Interpretability in Failure Mode Extraction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Quadratic models for understanding catapult dynamics of neural networks
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Learning to Solve Bilevel Programs with Binary Tender
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
ImagenHub: Standardizing the evaluation of conditional image generation models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
3D Reconstruction with Generalizable Neural Fields using Scene Priors
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Learning Multi-Faceted Prototypical User Interests
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
RAPPER: Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
The Effectiveness of Random Forgetting for Robust Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
CCIL: Continuity-Based Data Augmentation for Corrective Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Language Modeling Is Compression
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
Consistent Video-to-Video Transfer Using Synthetic Dataset
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #284
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Subtractive Mixture Models via Squaring: Representation and Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Making Pre-trained Language Models Great on Tabular Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Fast Ensembling with Diffusion Schrödinger Bridge
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Interpreting CLIP's Image Representation via Text-Based Decomposition
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
Light Schrödinger Bridge
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
MOFI: Learning Image Representations from Noisy Entity Annotated Images
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
Improved sampling via learned diffusions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
On the hardness of learning under symmetries
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
A Precise Characterization of SGD Stability Using Loss Surface Geometry
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Training Unbiased Diffusion Models From Biased Dataset
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
Understanding In-Context Learning from Repetitions
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated Robot Response
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
Cycle Consistency Driven Object Discovery
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Causally Aligned Curriculum Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Debiasing Algorithm through Model Adaptation
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
T-Rep: Representation Learning for Time Series using Time-Embeddings
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Personalize Segment Anything Model with One Shot
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Dynamic Layer Tying for Parameter-Efficient Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
AlpaGasus: Training a Better Alpaca with Fewer Data
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
Goodhart's Law in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Towards Category Unification of 3D Single Object Tracking on Point Clouds
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Neural Fine-Tuning Search for Few-Shot Learning
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Achieving Human Parity in Content-Grounded Datasets Generation
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
In-Context Pretraining: Language Modeling Beyond Document Boundaries
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking
[
Slides]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
PB-LLM: Partially Binarized Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Simplicial Representation Learning with Neural $k$-Forms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
[
OpenReview]
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
GIM: Learning Generalizable Image Matcher From Internet Videos
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Poster Session 5
Break
Thu May 09 03:45 AM -- 05:15 AM (PDT) @ Lunch is not provided None
Lunch Break
Office Hours
Thu May 09 03:45 AM -- 04:30 AM (PDT) @ Schubert 1 None
Andrew Gordon Wilson
Office Hours
Thu May 09 03:45 AM -- 04:30 AM (PDT) @ Schubert 3 None
René Vidal
Office Hours
Thu May 09 03:45 AM -- 04:30 AM (PDT) @ Schubert 2 None
Erin Grant
Office Hours
Thu May 09 03:45 AM -- 04:30 AM (PDT) @ Schubert 4 None
Masashi Sugiyama
Affinity Workshop
Thu May 09 04:15 AM -- 05:15 AM (PDT) @ Halle A 3 None
Tiny Papers Oral Session 3
Expo Talk Panel
Thu May 09 04:15 AM -- 05:15 AM (PDT) @ Halle A 7 None
Advances in private training for production on-device language models
Office Hours
Thu May 09 04:30 AM -- 05:15 AM (PDT) @ Schubert 1 None
Danqi Chen
Office Hours
Thu May 09 04:30 AM -- 05:15 AM (PDT) @ Schubert 2 None
Amy Zhang
Office Hours
Thu May 09 04:30 AM -- 05:15 AM (PDT) @ Schubert 4 None
Kyunghyun Cho
Office Hours
Thu May 09 04:30 AM -- 05:15 AM (PDT) @ Schubert 3 None
Piotr Koniusz
Invited Talk
Thu May 09 05:15 AM -- 06:15 AM (PDT) @ Halle A 8 - 9 None
The ChatGLM's Road to AGI
Break
Thu May 09 06:15 AM -- 06:45 AM (PDT) @ Halle A None
Coffee Break
Oral
Thu May 09 06:45 AM -- 07:00 AM (PDT) @ Halle A 7 None
GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations
In
Oral 6B
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 06:45 AM -- 07:00 AM (PDT) @ Halle A 2 None
Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning
In
Oral 6C
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 06:45 AM -- 07:00 AM (PDT) @ Halle A 8 - 9 None
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
In
Oral 6A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 06:45 AM -- 07:00 AM (PDT) @ Halle A 3 None
Multi-granularity Correspondence Learning from Long-term Noisy Videos
In
Oral 6D
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 06:45 AM -- 07:30 AM (PDT) @ Halle A 3 None
Oral 6D
Oral
Thu May 09 06:45 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Oral 6A
Oral
Thu May 09 06:45 AM -- 07:30 AM (PDT) @ Halle A 2 None
Oral 6C
Oral
Thu May 09 06:45 AM -- 07:30 AM (PDT) @ Halle A 7 None
Oral 6B
Oral
Thu May 09 07:00 AM -- 07:15 AM (PDT) @ Halle A 8 - 9 None
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
In
Oral 6A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:00 AM -- 07:15 AM (PDT) @ Halle A 2 None
Towards a statistical theory of data selection under weak supervision
In
Oral 6C
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:00 AM -- 07:15 AM (PDT) @ Halle A 7 None
Proving Test Set Contamination in Black-Box Language Models
In
Oral 6B
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:00 AM -- 07:15 AM (PDT) @ Halle A 3 None
Zipformer: A faster and better encoder for automatic speech recognition
In
Oral 6D
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:15 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models
In
Oral 6A
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:15 AM -- 07:30 AM (PDT) @ Halle A 2 None
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
In
Oral 6C
[
OpenReview]
[
OpenReview]
Oral
Thu May 09 07:15 AM -- 07:30 AM (PDT) @ Halle A 7 None
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
In
Oral 6B
[
OpenReview]
[
OpenReview]
Affinity Posters
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Blog Track Session 6
Affinity Posters
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Tiny Papers Poster Session 6
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Finite-State Autoregressive Entropy Coding for Efficient Learned Lossless Compression
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
From Zero to Turbulence: Generative Modeling for 3D Flow Simulation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
Influencer Backdoor Attack on Semantic Segmentation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #154
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
Optimal transport based adversarial patch to leverage large scale attack transferability
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
BatchPrompt: Accomplish more with less
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
Exploiting Causal Graph Priors with Posterior Sampling for Reinforcement Learning
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #290
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
Multi-granularity Correspondence Learning from Long-term Noisy Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
Grounded Object-Centric Learning
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #264
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
Optimal Sample Complexity for Average Reward Markov Decision Processes
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
DAM: Towards a Foundation Model for Forecasting
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Off-Policy Primal-Dual Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #123
Can Large Language Models Infer Causation from Correlation?
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
Diffusion Models for Multi-Task Generative Modeling
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #254
Graph Lottery Ticket Automated
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
Constraint-Free Structure Learning with Smooth Acyclic Orientations
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
MINDE: Mutual Information Neural Diffusion Estimation
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #252
Adaptive Regret for Bandits Made Possible: Two Queries Suffice
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
Benchmarking Algorithms for Federated Domain Generalization
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
The optimality of kernel classifiers in Sobolev space
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Towards a statistical theory of data selection under weak supervision
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
Proving Test Set Contamination in Black-Box Language Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Augmenting Transformers with Recursively Composed Multi-grained Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
Generalization error of spectral algorithms
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #263
Learning model uncertainty as variance-minimizing instance weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Privately Aligning Language Models with Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
WildChat: 1M ChatGPT Interaction Logs in the Wild
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion
[
Slides]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
Multi-View Representation is What You Need for Point-Cloud Pre-Training
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
Lie Group Decompositions for Equivariant Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
Parsing neural dynamics with infinite recurrent switching linear dynamical systems
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #289
SPDER: Semiperiodic Damping-Enabled Object Representation
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
Contextual Bandits with Online Neural Regression
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #248
Robust Training of Federated Models with Extremely Label Deficiency
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
A General Framework for User-Guided Bayesian Optimization
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
Provably Robust Conformal Prediction with Improved Efficiency
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #284
Provable Reward-Agnostic Preference-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-Authentication
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #250
Robustifying and Boosting Training-Free Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Meta-Learning Priors Using Unrolled Proximal Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
NfgTransformer: Equivariant Representation Learning for Normal-form Games
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
Self-Supervised Dataset Distillation for Transfer Learning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #251
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #190
Out-of-Variable Generalisation for Discriminative Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
Unveiling and Manipulating Prompt Influence in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
Neural Processing of Tri-Plane Hybrid Neural Fields
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
SALMONN: Towards Generic Hearing Abilities for Large Language Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Manifold Diffusion Fields
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
PINNACLE: PINN Adaptive ColLocation and Experimental points selection
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #287
Recursive Generalization Transformer for Image Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
The Human-AI Substitution game: active learning from a strategic labeler
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #253
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
Classification with Conceptual Safeguards
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #282
Scaling physics-informed hard constraints with mixture-of-experts
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #66
Self-Supervised Contrastive Learning for Long-term Forecasting
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #267
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
Training Graph Transformers via Curriculum-Enhanced Attention Distillation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
Incremental Randomized Smoothing Certification
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #258
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Causal-StoNet: Causal Inference for High-Dimensional Complex Data
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #259
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
Zipformer: A faster and better encoder for automatic speech recognition
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #211
Sparsistency for inverse optimal transport
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Window Attention is Bugged: How not to Interpolate Position Embeddings
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #285
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
Listen, Think, and Understand
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
Dynamic Discounted Counterfactual Regret Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Patches Are All You Need?
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
Doubly Robust Instance-Reweighted Adversarial Training
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #172
CoLiDE: Concomitant Linear DAG Estimation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Learning Optimal Contracts: How to Exploit Small Action Spaces
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Demystifying Linear MDPs and Novel Dynamics Aggregation Framework
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #195
GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
Group Preference Optimization: Few-Shot Alignment of Large Language Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Dual Associated Encoder for Face Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
Efficient Planning with Latent Diffusion
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #245
HyperAttention: Long-context Attention in Near-Linear Time
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #168
A Unified Framework for Bayesian Optimization under Contextual Uncertainty
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Image Clustering Conditioned on Text Criteria
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
Prediction without Preclusion: Recourse Verification with Reachable Sets
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Federated Causal Discovery from Heterogeneous Data
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #273
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #51
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
Neural Field Classifiers via Target Encoding and Classification Loss
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
EControl: Fast Distributed Optimization with Compression and Error Control
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
PBADet: A One-Stage Anchor-Free Approach for Part-Body Association
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
Constrained Decoding for Cross-lingual Label Projection
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
On the Sample Complexity of Lipschitz Constant Estimation
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #255
Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
Diverse Projection Ensembles for Distributional Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
One For All: Towards Training One Graph Model For All Classification Tasks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
An improved analysis of per-sample and per-update clipping in federated learning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
Meaning Representations from Trajectories in Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #281
SafeDreamer: Safe Reinforcement Learning with World Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #256
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #270
Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
Random Feature Amplification: Feature Learning and Generalization in Neural Networks
[
JMLR]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #249
On the Expressivity of Objective-Specification Formalisms in Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
SemiReward: A General Reward Model for Semi-supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
In-Context Learning Dynamics with Random Binary Sequences
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #266
Enhancing Human-AI Collaboration Through Logic-Guided Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #271
Unlocking the Power of Representations in Long-term Novelty-based Exploration
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #272
$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Behaviour Distillation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Mayfly: a Neural Data Structure for Graph Stream Summarization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
CAS: A Probability-Based Approach for Universal Condition Alignment Score
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Explaining Kernel Clustering via Decision Trees
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Algorithms for Caching and MTS with reduced number of predictions
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
FedWon: Triumphing Multi-domain Federated Learning Without Normalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
Training Bayesian Neural Networks with Sparse Subspace Variational Inference
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
Large Language Models as Optimizers
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Efficient Backpropagation with Variance Controlled Adaptive Sampling
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Reasoning with Latent Diffusion in Offline Reinforcement Learning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
Llemma: An Open Language Model for Mathematics
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #185
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
Locality-Aware Graph Rewiring in GNNs
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
Compressing LLMs: The Truth is Rarely Pure and Never Simple
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #101
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #130
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
Attacking Perceptual Similarity Metrics
[
Slides]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Knowledge Fusion of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #286
Learning Multi-Agent Communication from Graph Modeling Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Efficient local linearity regularization to overcome catastrophic overfitting
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
Controlled Text Generation via Language Model Arithmetic
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
MgNO: Efficient Parameterization of Linear Operators via Multigrid
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
Enhancing Neural Training via a Correlated Dynamics Model
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Learning invariant representations of time-homogeneous stochastic dynamical systems
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #268
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #269
Guiding Instruction-based Image Editing via Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
A Plug-and-Play Image Registration Network
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
A Framework for Inference Inspired by Human Memory Mechanisms
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #146
SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
One-hot Generalized Linear Model for Switching Brain State Discovery
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
On the generalization capacity of neural networks during generic multimodal reasoning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
Intriguing Properties of Generative Classifiers
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #262
Learning the greatest common divisor: explaining transformer predictions
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #106
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #246
Matryoshka Diffusion Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
On the Reliability of Watermarks for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #279
Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #260
Two-stage LLM Fine-tuning with Less Specialization and More Generalization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
Spectrally Transformed Kernel Regression
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
What Makes a Good Prune? Maximal Unstructured Pruning for Maximal Cosine Similarity
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
Look, Remember and Reason: Grounded Reasoning in Videos with Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #291
Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Mixture of Weak and Strong Experts on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
VeRA: Vector-based Random Matrix Adaptation
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Efficient Integrators for Diffusion Generative Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
Delta-AI: Local objectives for amortized inference in sparse graphical models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Transformer-VQ: Linear-Time Transformers via Vector Quantization
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #229
Empirical Likelihood for Fair Classification
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
Hybrid Directional Graph Neural Network for Molecules
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
Implicit regularization of deep residual networks towards neural ODEs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #261
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
Concept Bottleneck Generative Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
Noise-free Score Distillation
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
Pathologies of Predictive Diversity in Deep Ensembles
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #278
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Finite Scalar Quantization: VQ-VAE Made Simple
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #276
Efficient Score Matching with Deep Equilibrium Layers
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #257
Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
Offline RL with Observation Histories: Analyzing and Improving Sample Complexity
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #226
Faster Approximation of Probabilistic and Distributional Values via Least Squares
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #265
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #247
Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
Fast Updating Truncated SVD for Representation Learning with Sparse Matrices
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
iGraphMix: Input Graph Mixup Method for Node Classification
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
Adapting to Distribution Shift by Visual Domain Prompt Generation
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
Context-Aware Meta-Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #283
ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
Zero Bubble (Almost) Pipeline Parallelism
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #292
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
[
Slides]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #288
Long-tailed Diffusion Models with Oriented Calibration
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
[
Poster]
[
OpenReview]
Poster
Thu May 09 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Poster Session 6
Registration Desk
Thu May 09 11:00 PM -- 09:30 AM (PDT) @ Halle A Foyer None
Registration Desk
Invited Talk
Thu May 09 11:30 PM -- 12:30 AM (PDT) @ Halle A 8 - 9 None
The emerging science of benchmarks
Break
Fri May 10 12:30 AM -- 01:00 AM (PDT) @ Halle A None
Coffee Break
Oral
Fri May 10 01:00 AM -- 01:15 AM (PDT) @ Halle A 3 None
One-shot Empirical Privacy Estimation for Federated Learning
In
Oral 7D
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:00 AM -- 01:15 AM (PDT) @ Halle A 2 None
Less is More: Fewer Interpretable Region via Submodular Subset Selection
In
Oral 7C
[
Slides]
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:00 AM -- 01:15 AM (PDT) @ Halle A 7 None
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
In
Oral 7B
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:00 AM -- 01:15 AM (PDT) @ Halle A 8 - 9 None
Small-scale proxies for large-scale Transformer training instabilities
In
Oral 7A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:00 AM -- 01:45 AM (PDT) @ Halle A 7 None
Oral 7B
Oral
Fri May 10 01:00 AM -- 01:45 AM (PDT) @ Halle A 3 None
Oral 7D
Oral
Fri May 10 01:00 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Oral 7A
Oral
Fri May 10 01:00 AM -- 01:45 AM (PDT) @ Halle A 2 None
Oral 7C
Oral
Fri May 10 01:15 AM -- 01:30 AM (PDT) @ Halle A 8 - 9 None
An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment
In
Oral 7A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:15 AM -- 01:30 AM (PDT) @ Halle A 7 None
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
In
Oral 7B
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:15 AM -- 01:30 AM (PDT) @ Halle A 3 None
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs
In
Oral 7D
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:15 AM -- 01:30 AM (PDT) @ Halle A 2 None
On the Joint Interaction of Models, Data, and Features
In
Oral 7C
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:30 AM -- 01:45 AM (PDT) @ Halle A 8 - 9 None
Statistically Optimal $K$-means Clustering via Nonnegative Low-rank Semidefinite Programming
In
Oral 7A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 01:30 AM -- 01:45 AM (PDT) @ Halle A 7 None
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
In
Oral 7B
[
OpenReview]
[
OpenReview]
Affinity Posters
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Blog Track Session 7
Affinity Posters
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Tiny Papers Poster Session 7
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Decoupling regularization from the action space
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
Adaptive Rational Activations to Boost Deep Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
Generalization of Scaled Deep ResNets in the Mean-Field Regime
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Statistically Optimal $K$-means Clustering via Nonnegative Low-rank Semidefinite Programming
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Convergence of Bayesian Bilevel Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
Cascading Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
Dynamic Neural Response Tuning
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
ZeroFlow: Scalable Scene Flow via Distillation
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Exploring the Promise and Limits of Real-Time Recurrent Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Bayesian Low-rank Adaptation for Large Language Models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Local Composite Saddle Point Optimization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
Multimarginal Generative Modeling with Stochastic Interpolants
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Fixed-Budget Differentially Private Best Arm Identification
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Towards Robust Multi-Modal Reasoning via Model Selection
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Data-independent Module-aware Pruning for Hierarchical Vision Transformers
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Few-Shot Detection of Machine-Generated Text using Style Representations
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Small-scale proxies for large-scale Transformer training instabilities
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Bridging State and History Representations: Understanding Self-Predictive RL
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
On the Provable Advantage of Unsupervised Pretraining
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
AnyText: Multilingual Visual Text Generation and Editing
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Sample-Efficient Multi-Agent RL: An Optimization Perspective
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Does CLIP’s generalization performance mainly stem from high train-test similarity?
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Understanding prompt engineering may not require rethinking generalization
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Idempotent Generative Network
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
Towards Meta-Pruning via Optimal Transport
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
Large Language Models as Generalizable Policies for Embodied Tasks
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Learning 3D Particle-based Simulators from RGB-D Videos
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Incentive-Aware Federated Learning with Training-Time Model Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Exploring Target Representations for Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
Adaptive Instrument Design for Indirect Experiments
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
Enhancing Instance-Level Image Classification with Set-Level Labels
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Multi-View Causal Representation Learning with Partial Observability
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
An LLM can Fool Itself: A Prompt-Based Adversarial Attack
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
GAIA: Zero-shot Talking Avatar Generation
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Information Retention via Learning Supplemental Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
RETSim: Resilient and Efficient Text Similarity
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Intriguing Properties of Data Attribution on Diffusion Models
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
Conversational Drug Editing Using Retrieval and Domain Feedback
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
Progressive Fourier Neural Representation for Sequential Video Compilation
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
In defense of parameter sharing for model-compression
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Optimal Sketching for Residual Error Estimation for Matrix and Vector Norms
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
Federated Text-driven Prompt Generation for Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
LLM-Assisted Code Cleaning For Training Accurate Code Generators
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Modulated Phase Diffusor: Content-Oriented Feature Synthesis for Detecting Unknown Objects
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Continual Learning in the Presence of Spurious Correlations: Analyses and a Simple Baseline
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Less is More: Fewer Interpretable Region via Submodular Subset Selection
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Multi-Resolution Diffusion Models for Time Series Forecasting
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
The Update-Equivalence Framework for Decision-Time Planning
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
CLEX: Continuous Length Extrapolation for Large Language Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
G$^2$N$^2$ : Weisfeiler and Lehman go grammatical
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Do Generated Data Always Help Contrastive Learning?
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Gradual Domain Adaptation via Gradient Flow
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Predictive, scalable and interpretable knowledge tracing on structured domains
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
A Linear Algebraic Framework for Counterfactual Generation
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
An Extensible Framework for Open Heterogeneous Collaborative Perception
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
On the Joint Interaction of Models, Data, and Features
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
Probabilistic Adaptation of Black-Box Text-to-Video Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
Structural Fairness-aware Active Learning for Graph Neural Networks
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking
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Slides]
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OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
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OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
NetInfoF Framework: Measuring and Exploiting Network Usable Information
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Data Debugging with Shapley Importance over Machine Learning Pipelines
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Gradual Optimization Learning for Conformational Energy Minimization
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
In-Context Learning through the Bayesian Prism
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OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Unbiased Watermark for Large Language Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Decodable and Sample Invariant Continuous Object Encoder
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
Learning interpretable control inputs and dynamics underlying animal locomotion
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
A Policy Gradient Method for Confounded POMDPs
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
PAE: Reinforcement Learning from External Knowledge for Efficient Exploration
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
A Discretization Framework for Robust Contextual Stochastic Optimization
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
A Differentially Private Clustering Algorithm for Well-Clustered Graphs
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Kalman Filter for Online Classification of Non-Stationary Data
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
A Multi-Level Framework for Accelerating Training Transformer Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
One-shot Empirical Privacy Estimation for Federated Learning
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
An Investigation of Representation and Allocation Harms in Contrastive Learning
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Sparse MoE with Language Guided Routing for Multilingual Machine Translation
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
FITS: Modeling Time Series with $10k$ Parameters
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
On Representation Complexity of Model-based and Model-free Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Turning large language models into cognitive models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
Graph Transformers on EHRs: Better Representation Improves Downstream Performance
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
LEAP: Liberate Sparse-View 3D Modeling from Camera Poses
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Proper Laplacian Representation Learning
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
Bespoke Solvers for Generative Flow Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
Incentivized Truthful Communication for Federated Bandits
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Intelligent Switching for Reset-Free RL
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
HIFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Score Models for Offline Goal-Conditioned Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Optimal criterion for feature learning of two-layer linear neural network in high dimensional interpolation regime
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Pose Modulated Avatars from Video
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Universal Backdoor Attacks
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
On Trajectory Augmentations for Off-Policy Evaluation
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
MaGIC: Multi-modality Guided Image Completion
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Implicit Neural Representations and the Algebra of Complex Wavelets
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Plugin estimators for selective classification with out-of-distribution detection
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
$\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Modelling complex vector drawings with stroke-clouds
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
COLLIE: Systematic Construction of Constrained Text Generation Tasks
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OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Faithful Rule Extraction for Differentiable Rule Learning Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Jointly Training Large Autoregressive Multimodal Models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
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Slides]
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Demonstration-Regularized RL
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Online Continual Learning for Interactive Instruction Following Agents
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Rethinking CNN’s Generalization to Backdoor Attack from Frequency Domain
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Human Motion Diffusion as a Generative Prior
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
Neural-Symbolic Recursive Machine for Systematic Generalization
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
What's in a Prior? Learned Proximal Networks for Inverse Problems
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Is Self-Repair a Silver Bullet for Code Generation?
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
Detecting Pretraining Data from Large Language Models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
Understanding Domain Generalization: A Noise Robustness Perspective
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
BENO: Boundary-embedded Neural Operators for Elliptic PDEs
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
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Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
Scalable Language Model with Generalized Continual Learning
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
Idempotence and Perceptual Image Compression
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
GAIA: a benchmark for General AI Assistants
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Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
LCOT: Linear Circular Optimal Transport
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
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Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Stable Anisotropic Regularization
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees
[
JMLR]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
A Dynamical View of the Question of Why
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Learning with Mixture of Prototypes for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Learning to Act from Actionless Videos through Dense Correspondences
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
Instant3D: Fast Text-to-3D with Sparse-view Generation and Large Reconstruction Model
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Learning to Embed Time Series Patches Independently
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Feature Collapse
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch
[
Poster]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Mean Field Theory in Deep Metric Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Variational Bayesian Last Layers
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Alt-Text with Context: Improving Accessibility for Images on Twitter
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Neural structure learning with stochastic differential equations
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Principled Architecture-aware Scaling of Hyperparameters
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
Learning From Simplicial Data Based on Random Walks and 1D Convolutions
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
A Hierarchical Bayesian Model for Few-Shot Meta Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
INViTE: INterpret and Control Vision-Language Models with Text Explanations
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
OWL: A Large Language Model for IT Operations
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Knowledge Distillation Based on Transformed Teacher Matching
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Circumventing Concept Erasure Methods For Text-To-Image Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
Prediction Error-based Classification for Class-Incremental Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data
[
Slides]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
A Study of Bayesian Neural Network Surrogates for Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Raidar: geneRative AI Detection viA Rewriting
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Rethinking Model Ensemble in Transfer-based Adversarial Attacks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
Large Language Models Are Not Robust Multiple Choice Selectors
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Stochastic Gradient Descent for Gaussian Processes Done Right
[
OpenReview]
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B None
Poster Session 7
Break
Fri May 10 03:45 AM -- 05:15 AM (PDT) @ Lunch is not provided None
Lunch Break
Expo Talk Panel
Fri May 10 03:45 AM -- 05:15 AM (PDT) @ Halle A 7 None
Trustworthy human evaluations for Large Language Models
Office Hours
Fri May 10 03:45 AM -- 04:30 AM (PDT) @ Schubert 1 None
Moritz Hardt
Office Hours
Fri May 10 03:45 AM -- 04:30 AM (PDT) @ Schubert 2 None
Sasha Rush
Office Hours
Fri May 10 03:45 AM -- 04:30 AM (PDT) @ Schubert 4 None
Hanwang Zhang
Office Hours
Fri May 10 03:45 AM -- 04:30 AM (PDT) @ Schubert 3 None
Rosanne Liu
Affinity Workshop
Fri May 10 04:15 AM -- 05:15 AM (PDT) @ Halle A 3 None
Tiny Papers Oral Session 4
Office Hours
Fri May 10 04:30 AM -- 05:15 AM (PDT) @ Schubert 3 None
Luke Zettlemoyer
Office Hours
Fri May 10 04:30 AM -- 05:15 AM (PDT) @ Schubert 4 None
Tatsunori Hashimoto
Office Hours
Fri May 10 04:30 AM -- 05:15 AM (PDT) @ Schubert 1 None
Claire Vernade
Office Hours
Fri May 10 04:30 AM -- 05:15 AM (PDT) @ Schubert 2 None
Xuezhi Wang
Invited Talk
Fri May 10 05:15 AM -- 06:10 AM (PDT) @ Halle A 8 - 9 None
Machine Learning in Prescient Design's Lab-in-the-Loop Antibody Design
Remarks
Fri May 10 06:10 AM -- 06:15 AM (PDT) @ Halle A 8 - 9 None
Closing Remarks
Break
Fri May 10 06:15 AM -- 06:45 AM (PDT) @ Halle A None
Coffee Break
Oral
Fri May 10 06:45 AM -- 07:00 AM (PDT) @ Halle A 2 None
Mastering Memory Tasks with World Models
In
Oral 8C
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 06:45 AM -- 07:00 AM (PDT) @ Halle A 7 None
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
In
Oral 8B
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 06:45 AM -- 07:00 AM (PDT) @ Halle A 8 - 9 None
Self-Alignment with Instruction Backtranslation
In
Oral 8A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 06:45 AM -- 07:00 AM (PDT) @ Halle A 3 None
Provable Compositional Generalization for Object-Centric Learning
In
Oral 8D
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 06:45 AM -- 07:30 AM (PDT) @ Halle A 3 None
Oral 8D
Oral
Fri May 10 06:45 AM -- 07:30 AM (PDT) @ Halle A 7 None
Oral 8B
Oral
Fri May 10 06:45 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Oral 8A
Oral
Fri May 10 06:45 AM -- 07:30 AM (PDT) @ Halle A 2 None
Oral 8C
Oral
Fri May 10 07:00 AM -- 07:15 AM (PDT) @ Halle A 8 - 9 None
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
In
Oral 8A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:00 AM -- 07:15 AM (PDT) @ Halle A 7 None
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
In
Oral 8B
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:00 AM -- 07:15 AM (PDT) @ Halle A 3 None
Multisize Dataset Condensation
In
Oral 8D
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:00 AM -- 07:15 AM (PDT) @ Halle A 2 None
LEGO-Prover: Neural Theorem Proving with Growing Libraries
In
Oral 8C
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:15 AM -- 07:30 AM (PDT) @ Halle A 8 - 9 None
Detecting, Explaining, and Mitigating Memorization in Diffusion Models
In
Oral 8A
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:15 AM -- 07:30 AM (PDT) @ Halle A 3 None
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
In
Oral 8D
[
OpenReview]
[
OpenReview]
Oral
Fri May 10 07:15 AM -- 07:30 AM (PDT) @ Halle A 7 None
Improved Active Learning via Dependent Leverage Score Sampling
In
Oral 8B
[
Slides]
[
OpenReview]
[
OpenReview]
Affinity Posters
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Blog Track Session 8
Affinity Posters
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Tiny Papers Poster Session 8
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Machine Unlearning for Image-to-Image Generative Models
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
Koopman-based generalization bound: New aspect for full-rank weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
Universal Guidance for Diffusion Models
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Safe Collaborative Filtering
[
Slides]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
Neural Contractive Dynamical Systems
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
Toward Optimal Policy Population Growth in Two-Player Zero-Sum Games
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
Self-Alignment with Instruction Backtranslation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
Language Model Beats Diffusion - Tokenizer is key to visual generation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
Parallelizing non-linear sequential models over the sequence length
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Does Writing with Language Models Reduce Content Diversity?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #51
Ito Diffusion Approximation of Universal Ito Chains for Sampling, Optimization and Boosting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
Successor Heads: Recurring, Interpretable Attention Heads In The Wild
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
Conditional Information Bottleneck Approach for Time Series Imputation
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
Large Language Models as Tool Makers
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
Multisize Dataset Condensation
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Boundary Denoising for Video Activity Localization
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
DAFA: Distance-Aware Fair Adversarial Training
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
The Curse of Diversity in Ensemble-Based Exploration
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
Reward-Free Curricula for Training Robust World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
Functional Interpolation for Relative Positions improves Long Context Transformers
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
Adversarial Feature Map Pruning for Backdoor
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
Dropout Enhanced Bilevel Training
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
Graph Metanetworks for Processing Diverse Neural Architectures
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
Generative Human Motion Stylization in Latent Space
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
Uncertainty Quantification via Stable Distribution Propagation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Backdoor Contrastive Learning via Bi-level Trigger Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
Generalized Policy Iteration using Tensor Approximation for Hybrid Control
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Bandits with Replenishable Knapsacks: the Best of both Worlds
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
Latent 3D Graph Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
State Representation Learning Using an Unbalanced Atlas
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Robust Model Based Reinforcement Learning Using $\mathcal{L}_1$ Adaptive Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
Emergent Communication with Conversational Repair
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
Approximately Piecewise E(3) Equivariant Point Networks
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
Can Transformers Capture Spatial Relations between Objects?
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
Adversarial Causal Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #168
A Neural Framework for Generalized Causal Sensitivity Analysis
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
Generating Images with 3D Annotations Using Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
DORSal: Diffusion for Object-centric Representations of Scenes $\textit{et al.}$
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Vision-Language Foundation Models as Effective Robot Imitators
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
DiffusionSat: A Generative Foundation Model for Satellite Imagery
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
How to Fine-Tune Vision Models with SGD
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
Improved Active Learning via Dependent Leverage Score Sampling
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
Asymptotically Free Sketched Ridge Ensembles: Risks, Cross-Validation, and Tuning
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
Learning in reverse causal strategic environments with ramifications on two sided markets
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Detecting, Explaining, and Mitigating Memorization in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
Cauchy-Schwarz Divergence Information Bottleneck for Regression
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Optimal Sample Complexity of Contrastive Learning
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
Interpreting Robustness Proofs of Deep Neural Networks
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Understanding Expressivity of GNN in Rule Learning
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #7
Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Confidential-DPproof: Confidential Proof of Differentially Private Training
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
Provable Compositional Generalization for Object-Centric Learning
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Decoding Natural Images from EEG for Object Recognition
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
Improved algorithm and bounds for successive projection
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
TiC-CLIP: Continual Training of CLIP Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
Can LLM-Generated Misinformation Be Detected?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
Overthinking the Truth: Understanding how Language Models Process False Demonstrations
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
STARC: A General Framework For Quantifying Differences Between Reward Functions
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks
[
JMLR]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
[
Slides]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
Towards Optimal Regret in Adversarial Linear MDPs with Bandit Feedback
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Memory-Consistent Neural Networks for Imitation Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
Selective Visual Representations Improve Convergence and Generalization for Embodied AI
[
Slides]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
Workflow Discovery from Dialogues in the Low Data Regime
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
One Forward is Enough for Neural Network Training via Likelihood Ratio Method
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Retrieval meets Long Context Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
First-order ANIL provably learns representations despite overparametrisation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
A Lie Group Approach to Riemannian Batch Normalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
Simplifying Transformer Blocks
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
Unraveling the Key Components of OOD Generalization via Diversification
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
Traveling Waves Encode The Recent Past and Enhance Sequence Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
Estimating Shape Distances on Neural Representations with Limited Samples
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Mask-Based Modeling for Neural Radiance Fields
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
Jointly-Learned Exit and Inference for a Dynamic Neural Network
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
Deep Neural Networks Tend To Extrapolate Predictably
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
Identifying Representations for Intervention Extrapolation
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
Variational Inference for SDEs Driven by Fractional Noise
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #50
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
On the Role of Discrete Tokenization in Visual Representation Learning
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
The False Promise of Imitating Proprietary Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
Multiscale Positive-Unlabeled Detection of AI-Generated Texts
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
Inherently Interpretable Time Series Classification via Multiple Instance Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
Consistent algorithms for multi-label classification with macro-at-$k$ metrics
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
Efficient Continual Finite-Sum Minimization
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
Safe and Robust Watermark Injection with a Single OoD Image
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
When should we prefer Decision Transformers for Offline Reinforcement Learning?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
Real-Fake: Effective Training Data Synthesis Through Distribution Matching
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
A Unified and General Framework for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Building Cooperative Embodied Agents Modularly with Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
Improved statistical and computational complexity of the mean-field Langevin dynamics under structured data
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #275
PolyVoice: Language Models for Speech to Speech Translation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Pooling Image Datasets with Multiple Covariate Shift and Imbalance
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #190
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Mastering Memory Tasks with World Models
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
Privacy Amplification for Matrix Mechanisms
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
Expected flow networks in stochastic environments and two-player zero-sum games
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
Fast Equilibrium of SGD in Generic Situations
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
Leveraging Uncertainty Estimates To Improve Classifier Performance
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #66
Tailoring Self-Rationalizers with Multi-Reward Distillation
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Manifold Preserving Guided Diffusion
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
Let Models Speak Ciphers: Multiagent Debate through Embeddings
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
OMNI: Open-endedness via Models of human Notions of Interestingness
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
Branch-GAN: Improving Text Generation with (not so) Large Language Models
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
LDReg: Local Dimensionality Regularized Self-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
Local Graph Clustering with Noisy Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Efficient and Scalable Graph Generation through Iterative Local Expansion
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
A 2-Dimensional State Space Layer for Spatial Inductive Bias
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
Large-scale Training of Foundation Models for Wearable Biosignals
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
Large Language Models as Automated Aligners for benchmarking Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
Adversarial Attacks on Fairness of Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
[
Poster]
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
Neural Optimal Transport with General Cost Functionals
[
OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
SaProt: Protein Language Modeling with Structure-aware Vocabulary
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
Meta Inverse Constrained Reinforcement Learning: Convergence Guarantee and Generalization Analysis
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Removing Biases from Molecular Representations via Information Maximization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
OctoPack: Instruction Tuning Code Large Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
Learning Hierarchical Polynomials with Three-Layer Neural Networks
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Closing the Curious Case of Neural Text Degeneration
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
Simple Hierarchical Planning with Diffusion
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #106
Discovering Temporally-Aware Reinforcement Learning Algorithms
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
FedImpro: Measuring and Improving Client Update in Federated Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
SKILL-MIX: a Flexible and Expandable Family of Evaluations for AI Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
Lifting Architectural Constraints of Injective Flows
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
LEGO-Prover: Neural Theorem Proving with Growing Libraries
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
On the Role of General Function Approximation in Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
Attention-based Iterative Decomposition for Tensor Product Representation
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
Differentiable Euler Characteristic Transforms for Shape Classification
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
Localizing and Editing Knowledge In Text-to-Image Generative Models
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Slides]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment
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Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B None
Poster Session 8
Registration Desk
Fri May 10 10:00 PM -- 04:00 AM (PDT) @ Halle A Lobby None
Registration Desk
Workshop
Fri May 10 11:00 PM -- 08:00 AM (PDT) @ Stolz 1 None
Tackling Climate Change with Machine Learning: Fostering the Maturity of ML Applications for Climate Change
Workshop
Fri May 10 11:00 PM -- 08:00 AM (PDT) @ Lehar 2 None
First Workshop on Representational Alignment (Re-Align)
Workshop
Fri May 10 11:15 PM -- 08:00 AM (PDT) @ Schubert 2 None
AI4DifferentialEquations In Science
Workshop
Fri May 10 11:25 PM -- 07:50 AM (PDT) @ Schubert 3 None
Privacy Regulation and Protection in Machine Learning
Workshop
Fri May 10 11:30 PM -- 08:00 AM (PDT) @ Halle A 7 None
How Far Are We From AGI
Workshop
Fri May 10 11:30 PM -- 08:00 AM (PDT) @ Lehar 3 None
Generative Models for Decision Making
Workshop
Fri May 10 11:30 PM -- 08:00 AM (PDT) @ Strauss 3 None
5th Workshop on practical ML for limited/low resource settings (PML4LRS) @ ICLR 2024
Workshop
Fri May 10 11:40 PM -- 08:00 AM (PDT) @ Halle A 8 - 9 None
Workshop on Large Language Models for Agents
Workshop
Fri May 10 11:50 PM -- 08:00 AM (PDT) @ Halle A 3 None
ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Schubert 6 None
Global AI Cultures
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Lehar 1 None
Machine Learning for Genomics Explorations (MLGenX)
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Stolz 0 None
Navigating and Addressing Data Problems for Foundation Models (DPFM)
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Schubert 5 None
Secure and Trustworthy Large Language Models
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Schubert 1 None
Bridging the Gap Between Practice and Theory in Deep Learning
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Strauss 1 None
Workshop on Learning from Time Series for Health
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Strauss 2 None
2nd Workshop on Mathematical and Empirical Understanding of Foundation Models
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Stolz 2 None
Data-centric Machine Learning Research (DMLR): Harnessing Momentum for Science
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Schubert 4 None
5th Workshop on African Natural Language Processing (AfricaNLP 2024)
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Halle A 2 None
Generative and Experimental Perspectives for Biomolecular Design
Workshop
Sat May 11 12:00 AM -- 08:00 AM (PDT) @ Lehar 4 None
Machine Learning for Remote Sensing (ML4RS)
Break
Sat May 11 12:30 AM -- 01:30 AM (PDT) @ Halle A None
Coffee Break
Break
Sat May 11 03:45 AM -- 05:15 AM (PDT) @ Lunch is not provided None
Lunch Break
Break
Sat May 11 06:15 AM -- 06:45 AM (PDT) @ Halle A None
Coffee Break
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