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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #50
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Mask-Based Modeling for Neural Radiance Fields
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Robust Model Based Reinforcement Learning Using $\mathcal{L}_1$ Adaptive Control
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
Multisize Dataset Condensation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
Conditional Information Bottleneck Approach for Time Series Imputation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
Parallelizing non-linear sequential models over the sequence length
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
Large-scale Training of Foundation Models for Wearable Biosignals
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
OMNI: Open-endedness via Models of human Notions of Interestingness
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Pooling Image Datasets with Multiple Covariate Shift and Imbalance
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
Safe and Robust Watermark Injection with a Single OoD Image
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Removing Biases from Molecular Representations via Information Maximization
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Closing the Curious Case of Neural Text Degeneration
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
Graph Metanetworks for Processing Diverse Neural Architectures
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
Overthinking the Truth: Understanding how Language Models Process False Demonstrations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
Asymptotically Free Sketched Ridge Ensembles: Risks, Cross-Validation, and Tuning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
Learning Hierarchical Polynomials with Three-Layer Neural Networks
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
STARC: A General Framework For Quantifying Differences Between Reward Functions
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #106
Discovering Temporally-Aware Reinforcement Learning Algorithms
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
Large Language Models as Automated Aligners for benchmarking Vision-Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
Leveraging Uncertainty Estimates To Improve Classifier Performance
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
Inherently Interpretable Time Series Classification via Multiple Instance Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
Consistent algorithms for multi-label classification with macro-at-$k$ metrics
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
Efficient Continual Finite-Sum Minimization
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Building Cooperative Embodied Agents Modularly with Large Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
LDReg: Local Dimensionality Regularized Self-Supervised Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
Universal Guidance for Diffusion Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
Adversarial Feature Map Pruning for Backdoor
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Backdoor Contrastive Learning via Bi-level Trigger Optimization
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Optimal Sample Complexity of Contrastive Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
Can LLM-Generated Misinformation Be Detected?
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Retrieval meets Long Context Large Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
Simplifying Transformer Blocks
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
Estimating Shape Distances on Neural Representations with Limited Samples
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
Variational Inference for SDEs Driven by Fractional Noise
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
Neural Optimal Transport with General Cost Functionals
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Confidential-DPproof: Confidential Proof of Differentially Private Training
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
A 2-Dimensional State Space Layer for Spatial Inductive Bias
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
A Unified and General Framework for Continual Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
One Forward is Enough for Neural Network Training via Likelihood Ratio Method
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
The Curse of Diversity in Ensemble-Based Exploration
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
Self-Alignment with Instruction Backtranslation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
SaProt: Protein Language Modeling with Structure-aware Vocabulary
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
Real-Fake: Effective Training Data Synthesis Through Distribution Matching
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
The False Promise of Imitating Proprietary Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
Traveling Waves Encode The Recent Past and Enhance Sequence Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Machine Unlearning for Image-to-Image Generative Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
Workflow Discovery from Dialogues in the Low Data Regime
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
Selective Visual Representations Improve Convergence and Generalization for Embodied AI
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Decoding Natural Images from EEG for Object Recognition
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Understanding Expressivity of GNN in Rule Learning
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
Improved Active Learning via Dependent Leverage Score Sampling
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
How to Fine-Tune Vision Models with SGD
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
DiffusionSat: A Generative Foundation Model for Satellite Imagery
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
Uncertainty Quantification via Stable Distribution Propagation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
DAFA: Distance-Aware Fair Adversarial Training
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
Successor Heads: Recurring, Interpretable Attention Heads In The Wild
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Safe Collaborative Filtering
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
Koopman-based generalization bound: New aspect for full-rank weights
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Manifold Preserving Guided Diffusion
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
Privacy Amplification for Matrix Mechanisms
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #275
PolyVoice: Language Models for Speech to Speech Translation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
When should we prefer Decision Transformers for Offline Reinforcement Learning?
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
Improved statistical and computational complexity of the mean-field Langevin dynamics under structured data
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #190
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Mastering Memory Tasks with World Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
Expected flow networks in stochastic environments and two-player zero-sum games
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
Fast Equilibrium of SGD in Generic Situations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #66
Tailoring Self-Rationalizers with Multi-Reward Distillation
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
Let Models Speak Ciphers: Multiagent Debate through Embeddings
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
Branch-GAN: Improving Text Generation with (not so) Large Language Models
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
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Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
Local Graph Clustering with Noisy Labels
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Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
Adversarial Attacks on Fairness of Graph Neural Networks
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
OctoPack: Instruction Tuning Code Large Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
Simple Hierarchical Planning with Diffusion
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
FedImpro: Measuring and Improving Client Update in Federated Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
Neural Contractive Dynamical Systems
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
Toward Optimal Policy Population Growth in Two-Player Zero-Sum Games
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
Language Model Beats Diffusion - Tokenizer is key to visual generation
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Does Writing with Language Models Reduce Content Diversity?
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #51
Ito Diffusion Approximation of Universal Ito Chains for Sampling, Optimization and Boosting
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
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Slides]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
Large Language Models as Tool Makers
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Boundary Denoising for Video Activity Localization
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
Reward-Free Curricula for Training Robust World Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
Functional Interpolation for Relative Positions improves Long Context Transformers
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
Generative Human Motion Stylization in Latent Space
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
Generalized Policy Iteration using Tensor Approximation for Hybrid Control
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Bandits with Replenishable Knapsacks: the Best of both Worlds
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
Latent 3D Graph Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
State Representation Learning Using an Unbalanced Atlas
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
Approximately Piecewise E(3) Equivariant Point Networks
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
Adversarial Causal Bayesian Optimization
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #168
A Neural Framework for Generalized Causal Sensitivity Analysis
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
Generating Images with 3D Annotations Using Diffusion Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Vision-Language Foundation Models as Effective Robot Imitators
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
Learning in reverse causal strategic environments with ramifications on two sided markets
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Detecting, Explaining, and Mitigating Memorization in Diffusion Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
Cauchy-Schwarz Divergence Information Bottleneck for Regression
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
Interpreting Robustness Proofs of Deep Neural Networks
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #7
Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
Provable Compositional Generalization for Object-Centric Learning
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Slides]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
Improved algorithm and bounds for successive projection
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
TiC-CLIP: Continual Training of CLIP Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks
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JMLR]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
Towards Optimal Regret in Adversarial Linear MDPs with Bandit Feedback
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Memory-Consistent Neural Networks for Imitation Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
First-order ANIL provably learns representations despite overparametrisation
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
A Lie Group Approach to Riemannian Batch Normalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
Unraveling the Key Components of OOD Generalization via Diversification
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
Jointly-Learned Exit and Inference for a Dynamic Neural Network
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
Deep Neural Networks Tend To Extrapolate Predictably
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
On the Role of Discrete Tokenization in Visual Representation Learning
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
Multiscale Positive-Unlabeled Detection of AI-Generated Texts
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
DORSal: Diffusion for Object-centric Representations of Scenes $\textit{et al.}$
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
Identifying Representations for Intervention Extrapolation
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Efficient and Scalable Graph Generation through Iterative Local Expansion
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
Dropout Enhanced Bilevel Training
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
Meta Inverse Constrained Reinforcement Learning: Convergence Guarantee and Generalization Analysis
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
Emergent Communication with Conversational Repair
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
Can Transformers Capture Spatial Relations between Objects?
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
Lifting Architectural Constraints of Injective Flows
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
Attention-based Iterative Decomposition for Tensor Product Representation
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
On the Role of General Function Approximation in Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
LEGO-Prover: Neural Theorem Proving with Growing Libraries
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
Localizing and Editing Knowledge In Text-to-Image Generative Models
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Slides]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
Differentiable Euler Characteristic Transforms for Shape Classification
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
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Poster]
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
SKILL-MIX: a Flexible and Expandable Family of Evaluations for AI Models
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Poster]
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OpenReview]
Spotlight Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
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OpenReview]
Poster
Fri May 10 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach
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Poster]
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OpenReview]
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