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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
Compute-Optimal LLMs Provably Generalize Better with Scale
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #573
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
JPEG Inspired Deep Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Discrete Latent Plans via Semantic Skill Abstractions
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
NL-Eye: Abductive NLI For Images
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Second Order Bounds for Contextual Bandits with Function Approximation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
FLOPS: Forward Learning with OPtimal Sampling
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Diff-Prompt: Diffusion-driven Prompt Generator with Mask Supervision
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
A Statistical Framework for Ranking LLM-based Chatbots
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #270
Calibrating Expressions of Certainty
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
ThermalGaussian: Thermal 3D Gaussian Splatting
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
On Speeding Up Language Model Evaluation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
MLPs Learn In-Context on Regression and Classification Tasks
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
Endowing Visual Reprogramming with Adversarial Robustness
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
Fast and Accurate Blind Flexible Docking
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Robust Simulation-Based Inference under Missing Data via Neural Processes
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
Accelerated training through iterative gradient propagation along the residual path
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
JetFormer: An autoregressive generative model of raw images and text
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
An Asynchronous Bundle Method for Distributed Learning Problems
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
Tight Time Complexities in Parallel Stochastic Optimization with Arbitrary Computation Dynamics
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
Do Deep Neural Network Solutions Form a Star Domain?
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
Personalized Representation from Personalized Generation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
Building Math Agents with Multi-Turn Iterative Preference Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
Distributional Associations vs In-Context Reasoning: A Study of Feed-forward and Attention Layers
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
Training-Free Activation Sparsity in Large Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
On the Transfer of Object-Centric Representation Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
Locality Sensitive Avatars From Video
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
Range, not Independence, Drives Modularity in Biologically Inspired Representations
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
Approximation algorithms for combinatorial optimization with predictions
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
Last Iterate Convergence of Incremental Methods as a Model of Forgetting
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Bundle Neural Network for message diffusion on graphs
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Cached Multi-Lora Composition for Multi-Concept Image Generation
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Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Steering LLMs' Behavior with Concept Activation Vectors
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Holistically Evaluating the Environmental Impact of Creating Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Residual Stream Analysis with Multi-Layer SAEs
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
Diffusion On Syntax Trees For Program Synthesis
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
Efficient Off-Policy Learning for High-Dimensional Action Spaces
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
Toward Generalizing Visual Brain Decoding to Unseen Subjects
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Soft Merging of Experts with Adaptive Routing
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Scaling Autonomous Agents via Automatic Reward Modeling And Planning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
Provable unlearning in topic modeling and downstream tasks
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
OptionZero: Planning with Learned Options
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #467
Towards Automated Knowledge Integration From Human-Interpretable Representations
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
Solving Video Inverse Problems Using Image Diffusion Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
On a Connection Between Imitation Learning and RLHF
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Multilevel Generative Samplers for Investigating Critical Phenomena
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
Adaptive Transformer Programs: Bridging the Gap Between Performance and Interpretability in Transformers
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
Operator Deep Smoothing for Implied Volatility
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
DRoP: Distributionally Robust Data Pruning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
Improving Reasoning Performance in Large Language Models via Representation Engineering
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #405
Bisimulation Metric for Model Predictive Control
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Causal Identification for Complex Functional Longitudinal Studies
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Geometry of Lightning Self-Attention: Identifiability and Dimension
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
Coreset Selection via Reducible Loss in Continual Learning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Generator Matching: Generative modeling with arbitrary Markov processes
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Failures to Find Transferable Image Jailbreaks Between Vision-Language Models
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
Discovering Influential Neuron Path in Vision Transformers
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Transformer-Squared: Self-adaptive LLMs
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
Personalized Visual Instruction Tuning
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
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Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #312
TULIP: Token-length Upgraded CLIP
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Scalable Decentralized Learning with Teleportation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #327
Sylber: Syllabic Embedding Representation of Speech from Raw Audio
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
Scale-Free Graph-Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
Improved Training Technique for Latent Consistency Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
Multi-Perspective Data Augmentation for Few-shot Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
Partial Gromov-Wasserstein Metric
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
AI Sandbagging: Language Models can Strategically Underperform on Evaluations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
MixMax: Distributional Robustness in Function Space via Optimal Data Mixtures
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
Systematic Outliers in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
Gaussian Mixture Counterfactual Generator
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Gradient correlation is a key ingredient to accelerate SGD with momentum
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
PABBO: Preferential Amortized Black-Box Optimization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Privacy Auditing of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #621
Stable Segment Anything Model
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #402
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Prototype antithesis for biological few-shot class-incremental learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
Generalized Video Moment Retrieval
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Topological Zigzag Spaghetti for Diffusion-based Generation and Prediction on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Measuring memorization in RLHF for code completion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
Neural Stochastic Differential Equations for Uncertainty-Aware Offline RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
Subtask-Aware Visual Reward Learning from Segmented Demonstrations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #364
Pareto Prompt Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
A Generalist Hanabi Agent
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
Beyond Next Token Prediction: Patch-Level Training for Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
Faster Cascades via Speculative Decoding
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
Fast Uncovering of Protein Sequence Diversity from Structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
Generative Classifiers Avoid Shortcut Solutions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
Reasoning with Latent Thoughts: On the Power of Looped Transformers
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
Three Mechanisms of Feature Learning in a Linear Network
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
Number Cookbook: Number Understanding of Language Models and How to Improve It
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #131
Remove Symmetries to Control Model Expressivity and Improve Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
Attention with Markov: A Curious Case of Single-layer Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Agent S: An Open Agentic Framework that Uses Computers Like a Human
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Wavelet-based Positional Representation for Long Context
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Flow-based Variational Mutual Information: Fast and Flexible Approximations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
Time-to-Event Pretraining for 3D Medical Imaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
Generative Flows on Synthetic Pathway for Drug Design
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
GOAL: A Generalist Combinatorial Optimization Agent Learner
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Learning-Augmented Frequent Directions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
High-quality Text-to-3D Character Generation with SparseCubes and Sparse Transformers.
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Scalable Bayesian Learning with posteriors
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Active Learning for Continual Learning: Keeping the Past Alive in the Present
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
Generating CAD Code with Vision-Language Models for 3D Designs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
Multi-Robot Motion Planning with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
ReMatching Dynamic Reconstruction Flow
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
HOPE for a Robust Parameterization of Long-memory State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Mitigate the Gap: Improving Cross-Modal Alignment in CLIP
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Horizon Generalization in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
Finding Shared Decodable Concepts and their Negations in the Brain
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
ALLaM: Large Language Models for Arabic and English
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
Scaling up the Banded Matrix Factorization Mechanism for Large Scale Differentially Private ML
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #638
Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
Atlas Gaussians Diffusion for 3D Generation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
TRACE: Temporal Grounding Video LLM via Causal Event Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #307
SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #610
Neural Fluid Simulation on Geometric Surfaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #592
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
The Complexity of Two-Team Polymatrix Games with Independent Adversaries
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #571
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Breaking the $\log(1/\Delta_2)$ Barrier: Better Batched Best Arm Identification with Adaptive Grids
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
Graph Neural Networks Gone Hogwild
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
BANGS: Game-theoretic Node Selection for Graph Self-Training
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
ProtoSnap: Prototype Alignment For Cuneiform Signs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
A Differentiable Rank-Based Objective for Better Feature Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
MoDeGPT: Modular Decomposition for Large Language Model Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
Strong Model Collapse
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
On the Identification of Temporal Causal Representation with Instantaneous Dependence
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
ICLR: In-Context Learning of Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
Unifying Causal Representation Learning with the Invariance Principle
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Deep Signature: Characterization of Large-Scale Molecular Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Advantage Alignment Algorithms
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Halton Scheduler for Masked Generative Image Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Generalization and Distributed Learning of GFlowNets
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
Understanding Model Calibration - A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
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Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Robust Conformal Prediction with a Single Binary Certificate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
Representational Similarity via Interpretable Visual Concepts
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
Edge Prompt Tuning for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Unlocking the Potential of Model Calibration in Federated Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #515
See What You Are Told: Visual Attention Sink in Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
Graph Sparsification via Mixture of Graphs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Training Language Models to Self-Correct via Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
MuHBoost: Multi-Label Boosting For Practical Longitudinal Human Behavior Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
What's New in My Data? Novelty Exploration via Contrastive Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
Rethinking Visual Counterfactual Explanations Through Region Constraint
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
LLMs Can Plan Only If We Tell Them
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Monitoring Latent World States in Language Models with Propositional Probes
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Do LLMs have Consistent Values?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
Learning Efficient Positional Encodings with Graph Neural Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #420
Compositional simulation-based inference for time series
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
KBLaM: Knowledge Base augmented Language Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford Algebra and Convexity
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
Fourier Head: Helping Large Language Models Learn Complex Probability Distributions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Underdamped Diffusion Bridges with Applications to Sampling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
SGD with memory: fundamental properties and stochastic acceleration
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
StringLLM: Understanding the String Processing Capability of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
A General Framework for Producing Interpretable Semantic Text Embeddings
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
PersonalLLM: Tailoring LLMs to Individual Preferences
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
SINGAPO: Single Image Controlled Generation of Articulated Parts in Objects
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
Causal Graphical Models for Vision-Language Compositional Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
Emergence of meta-stable clustering in mean-field transformer models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #390
On Rollouts in Model-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
QERA: an Analytical Framework for Quantization Error Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
Optimal Transport for Time Series Imputation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
Attention as a Hypernetwork
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
How do we interpret the outputs of a neural network trained on classification?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
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Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
Flow: Modularized Agentic Workflow Automation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
Trajectory-Class-Aware Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
Depth Any Video with Scalable Synthetic Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
TimeInf: Time Series Data Contribution via Influence Functions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #158
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #207
Improving Equivariant Networks with Probabilistic Symmetry Breaking
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #292
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
Discrete Copula Diffusion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
Image and Video Tokenization with Binary Spherical Quantization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Training Robust Ensembles Requires Rethinking Lipschitz Continuity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Re-Aligning Language to Visual Objects with an Agentic Workflow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
Aligned LLMs Are Not Aligned Browser Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
Learning Randomized Algorithms with Transformers
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Sensitivity Verification for Additive Decision Tree Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
Progressive distillation induces an implicit curriculum
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
Gumbel Counterfactual Generation From Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
PolaFormer: Polarity-aware Linear Attention for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Improving Semantic Understanding in Speech Language Models via Brain-tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #566
Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Self-Improvement in Language Models: The Sharpening Mechanism
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
GRAIN: Exact Graph Reconstruction from Gradients
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
Long-time asymptotics of noisy SVGD outside the population limit
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
MamKO: Mamba-based Koopman operator for modeling and predictive control
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #159
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
Emergence of a High-Dimensional Abstraction Phase in Language Transformers
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
Peeking Behind Closed Doors: Risks of LLM Evaluation by Private Data Curators
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Reasoning Elicitation in Language Models via Counterfactual Feedback
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Bayesian Regularization of Latent Representation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Solving Differential Equations with Constrained Learning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
ThinK: Thinner Key Cache by Query-Driven Pruning
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
DELIFT: Data Efficient Language model Instruction Fine-Tuning
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
On the Almost Sure Convergence of the Stochastic Three Points Algorithm
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Transformers are Universal In-context Learners
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Differentially private learners for heterogeneous treatment effects
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
On Linear Representations and Pretraining Data Frequency in Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
CAX: Cellular Automata Accelerated in JAX
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
MoLEx: Mixture of Layer Experts for Fine-tuning with Sparse Upcycling
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #586
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
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Slides]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
TopoGaussian: Inferring Internal Topology Structures from Visual Clues
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
Generalizing Reasoning Problems to Longer Lengths
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Intrinsic User-Centric Interpretability through Global Mixture of Experts
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
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Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
A Theoretical Framework for Partially-Observed Reward States in RLHF
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Repetition Improves Language Model Embeddings
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
Regulatory DNA Sequence Design with Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #471
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
Disentangled Representation Learning with the Gromov-Monge Gap
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
Controllable Unlearning for Image-to-Image Generative Models via $\epsilon$-Constrained Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
Preference Elicitation for Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
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Slides]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #629
Density estimation with LLMs: a geometric investigation of in-context learning trajectories
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #325
Revisiting Feature Prediction for Learning Visual Representations from Video
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Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
Simulating Human-like Daily Activities with Desire-driven Autonomy
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
CoInD: Enabling Logical Compositions in Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
Descent with Misaligned Gradients and Applications to Hidden Convexity
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
Diffusion State-Guided Projected Gradient for Inverse Problems
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Learning from weak labelers as constraints
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Towards Marginal Fairness Sliced Wasserstein Barycenter
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
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Slides]
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Poster]
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OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
Pre-training of Foundation Adapters for LLM Fine-tuning
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
Efficient Active Imitation Learning with Random Network Distillation
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
Causally Motivated Sycophancy Mitigation for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
Transformers Provably Solve Parity Efficiently with Chain of Thought
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations
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Slides]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #331
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
Generative Verifiers: Reward Modeling as Next-Token Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
AnoLLM: Large Language Models for Tabular Anomaly Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
Fine-tuning can Help Detect Pretraining Data from Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
Concept Bottleneck Language Models For Protein Design
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
Glad: A Streaming Scene Generator for Autonomous Driving
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Resolution Attack: Exploiting Image Compression to Deceive Deep Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
Score-based Self-supervised MRI Denoising
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Rethinking Multiple-Instance Learning From Feature Space to Probability Space
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
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Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Neural Causal Graph for Interpretable and Intervenable Classification
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
An Engorgio Prompt Makes Large Language Model Babble on
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
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Slides]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #386
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
Scaling FP8 training to trillion-token LLMs
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
Self-Attention-Based Contextual Modulation Improves Neural System Identification
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
FOSP: Fine-tuning Offline Safe Policy through World Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #242
Round and Round We Go! What makes Rotary Positional Encodings useful?
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
Sparse Learning for State Space Models on Mobile
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Data Pruning by Information Maximization
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OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #483
On the Computation of the Fisher Information in Continual Learning
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Slides]
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Poster]
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OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
Does Editing Provide Evidence for Localization?
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #193
Neural Approximate Mirror Maps for Constrained Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Satisficing Regret Minimization in Bandits
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
Towards Realistic Data Generation for Real-World Super-Resolution
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Deep Random Features for Scalable Interpolation of Spatiotemporal Data
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Slides]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
The KoLMogorov Test: Compression by Code Generation
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
General Scene Adaptation for Vision-and-Language Navigation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Quantum-PEFT: Ultra parameter-efficient fine-tuning
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
Scaling Laws for Downstream Task Performance in Machine Translation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
OGBench: Benchmarking Offline Goal-Conditioned RL
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Multimodal Quantitative Language for Generative Recommendation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
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Poster]
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OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
DPLM-2: A Multimodal Diffusion Protein Language Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
CONTRA: Conformal Prediction Region via Normalizing Flow Transformation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
Denoising with a Joint-Embedding Predictive Architecture
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
A Unifying Framework for Representation Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Exploring Local Memorization in Diffusion Models via Bright Ending Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
Analytic DAG Constraints for Differentiable DAG Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
How Two-Layer Neural Networks Learn, One (Giant) Step at a Time
[
JMLR]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
BRAID: Input-driven Nonlinear Dynamical Modeling of Neural-Behavioral Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Calibrating LLMs with Information-Theoretic Evidential Deep Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
Language Models Learn to Mislead Humans via RLHF
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
$InterLCM$: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Shedding Light on Time Series Classification using Interpretability Gated Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
Measuring And Improving Engagement of Text-to-Image Generation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
Wasserstein Distances, Neuronal Entanglement, and Sparsity
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
ScImage: How good are multimodal large language models at scientific text-to-image generation?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
State Space Models are Provably Comparable to Transformers in Dynamic Token Selection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #137
Linear Transformer Topological Masking with Graph Random Features
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
Addressing Label Shift in Distributed Learning via Entropy Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
Interaction Asymmetry: A General Principle for Learning Composable Abstractions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
Large Language Models are Interpretable Learners
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Reward Guided Latent Consistency Distillation
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
Relax and Merge: A Simple Yet Effective Framework for Solving Fair $k$-Means and $k$-sparse Wasserstein Barycenter Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Tractable Multi-Agent Reinforcement Learning through Behavioral Economics
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #553
The Hidden Cost of Waiting for Accurate Predictions
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Natural Language Inference Improves Compositionality in Vision-Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
How to Find the Exact Pareto Front for Multi-Objective MDPs?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
Logic-Logit: A Logic-Based Approach to Choice Modeling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Taming Transformer Without Using Learning Rate Warmup
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
RecFlow: An Industrial Full Flow Recommendation Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
A Formal Framework for Understanding Length Generalization in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #567
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
ParetoFlow: Guided Flows in Multi-Objective Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Node-Time Conditional Prompt Learning in Dynamic Graphs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Towards Calibrated Deep Clustering Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #639
Exposure Bracketing Is All You Need For A High-Quality Image
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Human-Aligned Chess With a Bit of Search
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
ODE-based Smoothing Neural Network for Reinforcement Learning Tasks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
Rethinking Invariance in In-context Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
Doubly robust identification of treatment effects from multiple environments
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
Re-Imagining Multimodal Instruction Tuning: A Representation View
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Many-Objective Multi-Solution Transport
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
ProteinBench: A Holistic Evaluation of Protein Foundation Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
VideoGrain: Modulating Space-Time Attention for Multi-Grained Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
Data Center Cooling System Optimization Using Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
TEASER: Token Enhanced Spatial Modeling for Expressions Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
Complementary Label Learning with Positive Label Guessing and Negative Label Enhancement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Unhackable Temporal Reward for Scalable Video MLLMs
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
Eliminating Position Bias of Language Models: A Mechanistic Approach
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
Teaching LLMs How to Learn with Contextual Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Debiasing Federated Learning with Correlated Client Participation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #477
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #398
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
Language Model Alignment in Multilingual Trolley Problems
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
Can Transformers Do Enumerative Geometry?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Associative memory and dead neurons
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
Learning Color Equivariant Representations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
RESfM: Robust Deep Equivariant Structure from Motion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
Improving Neural Network Accuracy by Concurrently Training with a Twin Network
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
Strategic Classification With Externalities
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Generalizable Motion Planning via Operator Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
[
Slides]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
Can LLM Simulations Truly Reflect Humanity? A Deep Dive
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Compute-Constrained Data Selection
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
Multi-objective antibody design with constrained preference optimization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
Linear SCM Identification in the Presence of Confounders and Gaussian Noise
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
[
OpenReview]
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