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Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?
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OpenReview]
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
General Stability Analysis for Zeroth-Order Optimization Algorithms
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
Improving Convergence and Generalization Using Parameter Symmetries
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Universal Jailbreak Backdoors from Poisoned Human Feedback
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Fantastic Generalization Measures are Nowhere to be Found
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
Effective pruning of web-scale datasets based on complexity of concept clusters
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
A Quadratic Synchronization Rule for Distributed Deep Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Set Learning for Accurate and Calibrated Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
ConR: Contrastive Regularizer for Deep Imbalanced Regression
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Equivariant Matrix Function Neural Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #302
Towards Poisoning Fair Representations
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #337
Near-Optimal Solutions of Constrained Learning Problems
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #309
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
Patched Denoising Diffusion Models For High-Resolution Image Synthesis
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
AttEXplore: Attribution for Explanation with model parameters eXploration
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
Post-hoc bias scoring is optimal for fair classification
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Self-supervised Representation Learning from Random Data Projectors
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
Fully Hyperbolic Convolutional Neural Networks for Computer Vision
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Cameras as Rays: Pose Estimation via Ray Diffusion
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
Prompt Gradient Projection for Continual Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Non-negative Contrastive Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
Towards image compression with perfect realism at ultra-low bitrates
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Test-Time Training on Nearest Neighbors for Large Language Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
Conformal Inductive Graph Neural Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
LLM Augmented LLMs: Expanding Capabilities through Composition
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
PanoDiffusion: 360-degree Panorama Outpainting via Diffusion
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
Mirage: Model-agnostic Graph Distillation for Graph Classification
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
CORN: Contact-based Object Representation for Nonprehensile Manipulation of General Unseen Objects
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Towards Establishing Guaranteed Error for Learned Database Operations
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
Learning to solve Class-Constrained Bin Packing Problems via Encoder-Decoder Model
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #249
RetroBridge: Modeling Retrosynthesis with Markov Bridges
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Reward Design for Justifiable Sequential Decision-Making
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #250
Language Model Detectors Are Easily Optimized Against
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Evaluating Language Model Agency Through Negotiations
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
A Restoration Network as an Implicit Prior
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Test-time Adaptation against Multi-modal Reliability Bias
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Efficiently Computing Similarities to Private Datasets
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
What does automatic differentiation compute for neural networks?
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Self-Consuming Generative Models Go MAD
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
GPAvatar: Generalizable and Precise Head Avatar from Image(s)
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #305
CAMBranch: Contrastive Learning with Augmented MILPs for Branching
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Supervised Knowledge Makes Large Language Models Better In-context Learners
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
Aligning Relational Learning with Lipschitz Fairness
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
The Expressive Power of Transformers with Chain of Thought
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
What Matters to You? Towards Visual Representation Alignment for Robot Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
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Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Feature-aligned N-BEATS with Sinkhorn divergence
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Graph Parsing Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #303
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #340
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #315
Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #338
Adversarial Training Should Be Cast as a Non-Zero-Sum Game
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #343
Maximum Entropy Heterogeneous-Agent Reinforcement Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Consistency-guided Prompt Learning for Vision-Language Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #331
Sample-Efficient Quality-Diversity by Cooperative Coevolution
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Headless Language Models: Learning without Predicting with Contrastive Weight Tying
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #297
MAP IT to Visualize Representations
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Revisiting Data Augmentation in Deep Reinforcement Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #335
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #334
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
Enhanced Face Recognition using Intra-class Incoherence Constraint
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #298
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Conditional Variational Diffusion Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #313
The Expressive Power of Low-Rank Adaptation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
A Branching Decoder for Set Generation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #304
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #336
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #307
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #301
An operator preconditioning perspective on training in physics-informed machine learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Hindsight PRIORs for Reward Learning from Human Preferences
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Explaining Time Series via Contrastive and Locally Sparse Perturbations
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Lemur: Harmonizing Natural Language and Code for Language Agents
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Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Sharpness-Aware Data Poisoning Attack
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Learning to Reject with a Fixed Predictor: Application to Decontextualization
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
CODE REPRESENTATION LEARNING AT SCALE
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
CellPLM: Pre-training of Cell Language Model Beyond Single Cells
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Temporal Generalization Estimation in Evolving Graphs
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
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Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
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Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
GROOT: Learning to Follow Instructions by Watching Gameplay Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #341
Deep Reinforcement Learning for Modelling Protein Complexes
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Kernelised Normalising Flows
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
The Generalization Gap in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Select to Perfect: Imitating desired behavior from large multi-agent data
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
Language Models Represent Space and Time
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Towards 3D Molecule-Text Interpretation in Language Models
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Human Feedback is not Gold Standard
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Bellman Optimal Stepsize Straightening of Flow-Matching Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #342
$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Partitioning Message Passing for Graph Fraud Detection
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Linear Log-Normal Attention with Unbiased Concentration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
An interpretable error correction method for enhancing code-to-code translation
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #306
Automatic Functional Differentiation in JAX
[
Slides]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
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Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #339
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Vanishing Gradients in Reinforcement Finetuning of Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
What Algorithms can Transformers Learn? A Study in Length Generalization
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Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
Learning to Act without Actions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
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Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Image Translation as Diffusion Visual Programmers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Federated Recommendation with Additive Personalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Improved baselines for vision-language pre-training
[
Poster]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
Scale-Adaptive Diffusion Model for Complex Sketch Synthesis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #311
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
Learning Conditional Invariances through Non-Commutativity
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
PromptTTS 2: Describing and Generating Voices with Text Prompt
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Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
Transformers can optimally learn regression mixture models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
Representation Deficiency in Masked Language Modeling
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Fast Value Tracking for Deep Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
FedInverse: Evaluating Privacy Leakage in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Unified Human-Scene Interaction via Prompted Chain-of-Contacts
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #284
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #332
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
Generative Adversarial Equilibrium Solvers
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
FasterViT: Fast Vision Transformers with Hierarchical Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Analyzing and Improving Optimal-Transport-based Adversarial Networks
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
Protein Multimer Structure Prediction via Prompt Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
The Trickle-down Impact of Reward Inconsistency on RLHF
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
A Recipe for Improved Certifiable Robustness
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #333
Neural Architecture Retrieval
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
LLM-grounded Video Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Function-space Parameterization of Neural Networks for Sequential Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Large Language Models as Analogical Reasoners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Minimum width for universal approximation using ReLU networks on compact domain
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
The Consensus Game: Language Model Generation via Equilibrium Search
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Tool-Augmented Reward Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #347
Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #344
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Democratizing Fine-grained Visual Recognition with Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Prompt Learning with Quaternion Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Accelerated Sampling with Stacked Restricted Boltzmann Machines
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Energy-guided Entropic Neural Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
ContextRef: Evaluating Referenceless Metrics for Image Description Generation
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
On Double Descent in Reinforcement Learning with LSTD and Random Features
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
SaNN: Simple Yet Powerful Simplicial-aware Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
DMBP: Diffusion model-based predictor for robust offline reinforcement learning against state observation perturbations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Improving Intrinsic Exploration by Creating Stationary Objectives
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
CoBIT: A Contrastive Bi-directional Image-Text Generation Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Retrieval-based Disentangled Representation Learning with Natural Language Supervision
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #345
Conformal Language Modeling
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Space Group Constrained Crystal Generation
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
GraphPulse: Topological representations for temporal graph property prediction
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
R-MAE: Regions Meet Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SparseFormer: Sparse Visual Recognition via Limited Latent Tokens
[
Slides]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
Accurate Forgetting for Heterogeneous Federated Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
[
JMLR]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #300
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
CLAP: Collaborative Adaptation for Patchwork Learning
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
On Differentially Private Federated Linear Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Trajeglish: Traffic Modeling as Next-Token Prediction
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #348
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Safe RLHF: Safe Reinforcement Learning from Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
Quasi-Monte Carlo for 3D Sliced Wasserstein
[
Poster]
[
OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
Tree Cross Attention
[
Poster]
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Tree Search-Based Policy Optimization under Stochastic Execution Delay
[
OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
Sufficient conditions for offline reactivation in recurrent neural networks
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
Local Search GFlowNets
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Pre-training with Synthetic Data Helps Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Understanding the Effects of RLHF on LLM Generalisation and Diversity
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Slides]
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
Learning Energy Decompositions for Partial Inference in GFlowNets
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
GenSim: Generating Robotic Simulation Tasks via Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
FOSI: Hybrid First and Second Order Optimization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Lagrangian Flow Networks for Conservation Laws
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
fairret: a Framework for Differentiable Fairness Regularization Terms
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
PeFLL: Personalized Federated Learning by Learning to Learn
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
Effective Structural Encodings via Local Curvature Profiles
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #292
Improving Offline RL by Blending Heuristics
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Robust Similarity Learning with Difference Alignment Regularization
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Slides]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
LabelDP-Pro: Learning with Label Differential Privacy via Projections
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #290
Scaling Laws of RoPE-based Extrapolation
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #314
On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #349
FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Whittle Index with Multiple Actions and State Constraint for Inventory Management
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
ControlVideo: Training-free Controllable Text-to-video Generation
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
Towards Foundation Models for Knowledge Graph Reasoning
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Stochastic Controlled Averaging for Federated Learning with Communication Compression
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Rethinking the Uniformity Metric in Self-Supervised Learning
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
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Slides]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Fair Classifiers that Abstain without Harm
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
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Slides]
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #310
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Quantifying the Plausibility of Context Reliance in Neural Machine Translation
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
TabR: Tabular Deep Learning Meets Nearest Neighbors
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Perceptual Scales Predicted by Fisher Information Metrics
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Fast and unified path gradient estimators for normalizing flows
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #350
A Simple and Scalable Representation for Graph Generation
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #312
TokenFlow: Consistent Diffusion Features for Consistent Video Editing
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #3
Why is SAM Robust to Label Noise?
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
The Generative AI Paradox: “What It Can Create, It May Not Understand”
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Learning Grounded Action Abstractions from Language
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #308
Scaling Laws for Sparsely-Connected Foundation Models
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
Function Vectors in Large Language Models
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
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Poster]
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OpenReview]
Spotlight Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #329
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
In-context Autoencoder for Context Compression in a Large Language Model
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
ZipIt! Merging Models from Different Tasks without Training
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
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Slides]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
Efficient Multi-agent Reinforcement Learning by Planning
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Guess & Sketch: Language Model Guided Transpilation
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #299
Querying Easily Flip-flopped Samples for Deep Active Learning
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Poster]
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs
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OpenReview]
Poster
Wed May 08 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Ensemble Distillation for Unsupervised Constituency Parsing
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Poster]
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OpenReview]
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