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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Topological data analysis on noisy quantum computers
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
Amortizing intractable inference in large language models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Balancing Act: Constraining Disparate Impact in Sparse Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #297
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
A representation-learning game for classes of prediction tasks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
On Adversarial Training without Perturbing all Examples
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
Convolutional Deep Kernel Machines
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Theoretical Analysis of Robust Overfitting for Wide DNNs: An NTK Approach
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
Robot Fleet Learning via Policy Merging
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
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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”
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #281
InstructDET: Diversifying Referring Object Detection with Generalized Instructions
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
Dual-Encoders for Extreme Multi-label Classification
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
Vision-by-Language for Training-Free Compositional Image Retrieval
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #146
Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
On the Limitations of Temperature Scaling for Distributions with Overlaps
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Generative Sliced MMD Flows with Riesz Kernels
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #250
Consistent Multi-Class Classification from Multiple Unlabeled Datasets
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #267
TD-MPC2: Scalable, Robust World Models for Continuous Control
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Domain-Agnostic Molecular Generation with Chemical Feedback
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
Context is Environment
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
Making LLaMA SEE and Draw with SEED Tokenizer
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #154
Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings
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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
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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
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #226
Out-of-Distribution Detection with Negative Prompts
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #257
A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
VQ-TR: Vector Quantized Attention for Time Series Forecasting
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Momentum Benefits Non-iid Federated Learning Simply and Provably
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Modulate Your Spectrum in Self-Supervised Learning
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #262
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
Submodular Reinforcement Learning
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Pseudo-Generalized Dynamic View Synthesis from a Video
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
Talk like a Graph: Encoding Graphs for Large Language Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
Nougat: Neural Optical Understanding for Academic Documents
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
NEFTune: Noisy Embeddings Improve Instruction Finetuning
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression
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Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
De novo Protein Design Using Geometric Vector Field Networks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
Toward Student-oriented Teacher Network Training for Knowledge Distillation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #252
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
FeatUp: A Model-Agnostic Framework for Features at Any Resolution
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #123
Learning to reconstruct signals from binary measurements alone
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
Multi-Scale Representations by Varying Window Attention for Semantic Segmentation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
Path Choice Matters for Clear Attributions in Path Methods
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
Pre-Training and Fine-Tuning Generative Flow Networks
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #278
SEA: Sparse Linear Attention with Estimated Attention Mask
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
SWE-bench: Can Language Models Resolve Real-world Github Issues?
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
Language Model Cascades: Token-Level Uncertainty And Beyond
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
Neural Active Learning Beyond Bandits
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
EasyTPP: Towards Open Benchmarking Temporal Point Processes
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #288
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Improving Domain Generalization with Domain Relations
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
DMV3D: Denoising Multi-view Diffusion Using 3D Large Reconstruction Model
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Two-timescale Extragradient for Finding Local Minimax Points
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #296
Score Regularized Policy Optimization through Diffusion Behavior
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
Understanding Catastrophic Forgetting in Language Models via Implicit Inference
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Shadow Cones: A Generalized Framework for Partial Order Embeddings
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
Curriculum reinforcement learning for quantum architecture search under hardware errors
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
Probabilistically Rewired Message-Passing Neural Networks
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #263
Horizon-Free Regret for Linear Markov Decision Processes
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #248
Flow Matching on General Geometries
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Teaching Large Language Models to Self-Debug
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #130
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #172
Image Inpainting via Tractable Steering of Diffusion Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Neural Monge Map estimation and its applications
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
Image Background Serves as Good Proxy for Out-of-distribution Data
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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
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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
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #292
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
On the Effect of Batch Size in Byzantine-Robust Distributed Learning
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #295
Batched Low-Rank Adaptation of Foundation Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
Impact of Computation in Integral Reinforcement Learning for Continuous-Time Control
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
Ferret: Refer and Ground Anything Anywhere at Any Granularity
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #264
On Error Propagation of Diffusion Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
Learning Interactive Real-World Simulators
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OpenReview]
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
Robust Model-Based Optimization for Challenging Fitness Landscapes
[
Poster]
[
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 #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 #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 #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 #59
Threaten Spiking Neural Networks through Combining Rate and Temporal Information
[
Slides]
[
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 #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
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 #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 #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 #141
Bayesian Coreset Optimization for Personalized Federated Learning
[
Slides]
[
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 #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 #291
ARGS: Alignment as Reward-Guided Search
[
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 #231
Faithful Vision-Language Interpretation via Concept Bottleneck Models
[
Poster]
[
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 #198
Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.
[
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 #193
Treatment Effects Estimation By Uniform Transformer
[
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 #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 #29
Interpretable Meta-Learning of Physical Systems
[
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 #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 #194
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework
[
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 #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 #244
SpaCE: The Spatial Confounding Environment
[
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 #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 #22
Symbol as Points: Panoptic Symbol Spotting via Point-based Representation
[
Slides]
[
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 #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 #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 #208
Unknown Domain Inconsistency Minimization for Domain Generalization
[
Poster]
[
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 #119
Contrastive Learning is Spectral Clustering on Similarity Graph
[
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 #113
A Sublinear Adversarial Training Algorithm
[
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 #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 #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 #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 #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 #126
Annealing Self-Distillation Rectification Improves Adversarial Training
[
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 #12
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
[
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 #6
Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
[
Slides]
[
Poster]
[
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 #42
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
[
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 #152
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
[
Poster]
[
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]
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 #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 #195
Logical Languages Accepted by Transformer Encoders with Hard Attention
[
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 #254
Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs
[
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 #102
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
[
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 #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 #35
Grounding Language Plans in Demonstrations Through Counterfactual Perturbations
[
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 #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 #205
Learning Nash Equilibria in Rank-1 Games
[
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 #161
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
[
Poster]
[
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 #189
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
[
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 #173
Sliced Wasserstein Estimation with Control Variates
[
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 #96
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision
[
Slides]
[
Poster]
[
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 #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 #179
Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation
[
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 #190
Invariance-based Learning of Latent Dynamics
[
Poster]
[
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 #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 #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 #240
Brain decoding: toward real-time reconstruction of visual perception
[
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 #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 #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 #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 #127
PubDef: Defending Against Transfer Attacks From Public Models
[
Slides]
[
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 #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 #62
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
[
Poster]
[
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 #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 #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 #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 #69
AmortizedPeriod: Attention-based Amortized Inference for Periodicity Identification
[
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 #120
Neural Fourier Transform: A General Approach to Equivariant Representation Learning
[
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 #177
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
[
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]
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]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #269
CNN Kernels Can Be the Best Shapelets
[
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 #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 #63
Learning dynamic representations of the functional connectome in neurobiological networks
[
Poster]
[
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]
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 #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 #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 #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 #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 #200
The Effective Horizon Explains Deep RL Performance in Stochastic Environments
[
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 #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 #122
Separating common from salient patterns with Contrastive Representation Learning
[
Slides]
[
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 #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 #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 #57
Discovering modular solutions that generalize compositionally
[
OpenReview]
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 #8
Improving protein optimization with smoothed fitness landscapes
[
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 #294
On Stationary Point Convergence of PPO-Clip
[
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]
Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Chain of Log-Concave Markov Chains
[
OpenReview]
Spotlight Poster
Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #261
On the Foundations of Shortcut Learning
[
OpenReview]
Spotlight Poster
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InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior
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ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
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Language Model Self-improvement by Reinforcement Learning Contemplation
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Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
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Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #293
Evaluating Large Language Models at Evaluating Instruction Following
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The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
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Wed May 08 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
From Sparse to Soft Mixtures of Experts
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Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
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DiffEnc: Variational Diffusion with a Learned Encoder
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Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
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GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
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Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
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DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines
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Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
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The Need for Speed: Pruning Transformers with One Recipe
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Retro-fallback: retrosynthetic planning in an uncertain world
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The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
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Zoology: Measuring and Improving Recall in Efficient Language Models
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TapMo: Shape-aware Motion Generation of Skeleton-free Characters
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Improving the Convergence of Dynamic NeRFs via Optimal Transport
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ZeRO++: Extremely Efficient Collective Communication for Large Model Training
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LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
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