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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Neural Modulation for Flash Memory: An Unsupervised Learning Framework for Improved Reliability
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
FABind: Fast and Accurate Protein-Ligand Binding
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Equivariant Neural Operator Learning with Graphon Convolution
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Towards Symmetry-Aware Generation of Periodic Materials
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Synthetic-to-Real Pose Estimation with Geometric Reconstruction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Jigsaw: Learning to Assemble Multiple Fractured Objects
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
Exploring Question Decomposition for Zero-Shot VQA
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
Weakly Supervised 3D Open-vocabulary Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Exploiting Contextual Objects and Relations for 3D Visual Grounding
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Type-to-Track: Retrieve Any Object via Prompt-based Tracking
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Unified 3D Segmenter As Prototypical Classifiers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Boundary Guided Learning-Free Semantic Control with Diffusion Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
4D Panoptic Scene Graph Generation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
PromptIR: Prompting for All-in-One Image Restoration
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Template-free Articulated Neural Point Clouds for Reposable View Synthesis
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Vocabulary-free Image Classification
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
Opening the Vocabulary of Egocentric Actions
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
PaintSeg: Painting Pixels for Training-free Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
ChatGPT-Powered Hierarchical Comparisons for Image Classification
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Transition-constant Normalization for Image Enhancement
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
Neural-Logic Human-Object Interaction Detection
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Lossy Image Compression with Conditional Diffusion Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Low-shot Object Learning with Mutual Exclusivity Bias
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Improving neural network representations using human similarity judgments
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
SceneScape: Text-Driven Consistent Scene Generation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
Machine learning detects terminal singularities
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
Importance-aware Co-teaching for Offline Model-based Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Circuit as Set of Points
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Brant: Foundation Model for Intracranial Neural Signal
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
An Iterative Self-Learning Framework for Medical Domain Generalization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
RRHF: Rank Responses to Align Language Models with Human Feedback
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Disentangling Voice and Content with Self-Supervision for Speaker Recognition
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Debiased and Denoised Entity Recognition from Distant Supervision
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
LIMA: Less Is More for Alignment
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Propagating Knowledge Updates to LMs Through Distillation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Aligning Language Models with Human Preferences via a Bayesian Approach
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
Toolformer: Language Models Can Teach Themselves to Use Tools
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Evaluating and Inducing Personality in Pre-trained Language Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
LLM-Pruner: On the Structural Pruning of Large Language Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Language Models can Solve Computer Tasks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
On the Pareto Front of Multilingual Neural Machine Translation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Human spatiotemporal pattern learning as probabilistic program synthesis
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Trial matching: capturing variability with data-constrained spiking neural networks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
Information Geometry of the Retinal Representation Manifold
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Spiking PointNet: Spiking Neural Networks for Point Clouds
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Convolutional Neural Operators for robust and accurate learning of PDEs
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
SE(3) Equivariant Augmented Coupling Flows
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Data Quality in Imitation Learning
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
On the Constrained Time-Series Generation Problem
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Conformal Prediction for Time Series with Modern Hopfield Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Skill-it! A data-driven skills framework for understanding and training language models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Data-Centric Learning from Unlabeled Graphs with Diffusion Model
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Generating Images with Multimodal Language Models
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Window-Based Distribution Shift Detection for Deep Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Neural Functional Transformers
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
High dimensional, tabular deep learning with an auxiliary knowledge graph
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
SUBP: Soft Uniform Block Pruning for 1$\times$N Sparse CNNs Multithreading Acceleration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
ResMem: Learn what you can and memorize the rest
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
Training Transformers with 4-bit Integers
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Speculative Decoding with Big Little Decoder
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Transformers learn to implement preconditioned gradient descent for in-context learning
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Causal Interpretation of Self-Attention in Pre-Trained Transformers
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Blockwise Parallel Transformers for Large Context Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Energy Transformer
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
The Impact of Positional Encoding on Length Generalization in Transformers
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Slides]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Hierarchically Gated Recurrent Neural Network for Sequence Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Frequency Domain-Based Dataset Distillation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Scaling Riemannian Diffusion Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
StyleDrop: Text-to-Image Synthesis of Any Style
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Functional Renyi Differential Privacy for Generative Modeling
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Generative Neural Fields by Mixtures of Neural Implicit Functions
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Latent Diffusion for Language Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Efficient Training of Energy-Based Models Using Jarzynski Equality
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Isometric Quotient Variational Auto-Encoders for Structure-Preserving Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Grassmann Manifold Flows for Stable Shape Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
StyleGAN knows Normal, Depth, Albedo, and More
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Lexinvariant Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Score-based Generative Models with Lévy Processes
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Flow Factorized Representation Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Semantic Image Synthesis with Unconditional Generator
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Curvature Filtrations for Graph Generative Model Evaluation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Intriguing Properties of Quantization at Scale
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Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Extracting Reward Functions from Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Formulating Discrete Probability Flow Through Optimal Transport
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Hyperbolic VAE via Latent Gaussian Distributions
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Learning Visual Prior via Generative Pre-Training
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
SEGA: Instructing Text-to-Image Models using Semantic Guidance
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Unifying GANs and Score-Based Diffusion as Generative Particle Models
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Entropic Neural Optimal Transport via Diffusion Processes
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
ViCA-NeRF: View-Consistency-Aware 3D Editing of Neural Radiance Fields
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Towards Label Position Bias in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Is Distance Matrix Enough for Geometric Deep Learning?
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Zero-One Laws of Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Generalised f-Mean Aggregation for Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Sheaf Hypergraph Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
A graphon-signal analysis of graph neural networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Neural Graph Generation from Graph Statistics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Geometric Algebra Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
On the Ability of Graph Neural Networks to Model Interactions Between Vertices
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
A Metadata-Driven Approach to Understand Graph Neural Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Diffused Redundancy in Pre-trained Representations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Connecting Multi-modal Contrastive Representations
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
VoxDet: Voxel Learning for Novel Instance Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
What Knowledge Gets Distilled in Knowledge Distillation?
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Feature-Learning Networks Are Consistent Across Widths At Realistic Scales
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
How Re-sampling Helps for Long-Tail Learning?
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
Efficient Beam Tree Recursion
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Bifurcations and loss jumps in RNN training
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
On the Adversarial Robustness of Out-of-distribution Generalization Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Hardware Resilience Properties of Text-Guided Image Classifiers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Provably Bounding Neural Network Preimages
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Task-Robust Pre-Training for Worst-Case Downstream Adaptation
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Simplicity Bias in 1-Hidden Layer Neural Networks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Neural Image Compression: Generalization, Robustness, and Spectral Biases
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Are aligned neural networks adversarially aligned?
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Normalization-Equivariant Neural Networks with Application to Image Denoising
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Understanding and Improving Ensemble Adversarial Defense
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Robust low-rank training via approximate orthonormal constraints
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Red Teaming Deep Neural Networks with Feature Synthesis Tools
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Wasserstein distributional robustness of neural networks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Modulated Neural ODEs
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Prompt-augmented Temporal Point Process for Streaming Event Sequence
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
The Transient Nature of Emergent In-Context Learning in Transformers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Hardness of Low Rank Approximation of Entrywise Transformed Matrix Products
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Don’t just prune by magnitude! Your mask topology is a secret weapon
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Minimum norm interpolation by perceptra: Explicit regularization and implicit bias
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
On the spectral bias of two-layer linear networks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Penalising the biases in norm regularisation enforces sparsity
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Training Fully Connected Neural Networks is $\exists\mathbb{R}$-Complete
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Towards a Unified Framework of Contrastive Learning for Disentangled Representations
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Gradient-Based Feature Learning under Structured Data
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
From Tempered to Benign Overfitting in ReLU Neural Networks
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Minimum Description Length and Generalization Guarantees for Representation Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Should Under-parameterized Student Networks Copy or Average Teacher Weights?
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Partial Multi-Label Learning with Probabilistic Graphical Disambiguation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Fair Adaptive Experiments
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Assumption violations in causal discovery and the robustness of score matching
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Detecting hidden confounding in observational data using multiple environments
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Causal Component Analysis
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Invariant Learning via Probability of Sufficient and Necessary Causes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Disambiguated Attention Embedding for Multi-Instance Partial-Label Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Harnessing the power of choices in decision tree learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
R-divergence for Estimating Model-oriented Distribution Discrepancy
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Kernel Quadrature with Randomly Pivoted Cholesky
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Variational Weighting for Kernel Density Ratios
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Alternation makes the adversary weaker in two-player games
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Towards Free Data Selection with General-Purpose Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Experimental Designs for Heteroskedastic Variance
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Robust Concept Erasure via Kernelized Rate-Distortion Maximization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Scaling MLPs: A Tale of Inductive Bias
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Disentanglement via Latent Quantization
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Leveraging sparse and shared feature activations for disentangled representation learning
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Truly Scale-Equivariant Deep Nets with Fourier Layers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Scale Alone Does not Improve Mechanistic Interpretability in Vision Models
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
How to Scale Your EMA
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
AiluRus: A Scalable ViT Framework for Dense Prediction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Guiding The Last Layer in Federated Learning with Pre-Trained Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Mnemosyne: Learning to Train Transformers with Transformers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Learning Large-scale Neural Fields via Context Pruned Meta-Learning
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Transfer Learning with Affine Model Transformation
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Federated Conditional Stochastic Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Joint Data-Task Generation for Auxiliary Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Optimization of Inter-group criteria for clustering with minimum size constraints
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
On the Exploration of Local Significant Differences For Two-Sample Test
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Fast and Simple Spectral Clustering in Theory and Practice
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
A Unified Approach to Count-Based Weakly Supervised Learning
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Coordinating Distributed Example Orders for Provably Accelerated Training
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
On the Overlooked Structure of Stochastic Gradients
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Achieving $\mathcal{O}(\epsilon^{-1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Debiasing Conditional Stochastic Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Optimization or Architecture: How to Hack Kalman Filtering
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Core-sets for Fair and Diverse Data Summarization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Simple, Scalable and Effective Clustering via One-Dimensional Projections
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Discrete-Smoothness in Online Algorithms with Predictions
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Distributed Personalized Empirical Risk Minimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training
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Slides]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Byzantine-Tolerant Methods for Distributed Variational Inequalities
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
DropCompute: simple and more robust distributed synchronous training via compute variance reduction
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
TaskMet: Task-driven Metric Learning for Model Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Federated Multi-Objective Learning
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Geometric Analysis of Matrix Sensing over Graphs
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
On Single-Index Models beyond Gaussian Data
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Imbalanced Mixed Linear Regression
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Advice Querying under Budget Constraint for Online Algorithms
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Slides]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Quantum speedups for stochastic optimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Stochastic Approximation Approaches to Group Distributionally Robust Optimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
“Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Utilitarian Algorithm Configuration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Flow Matching for Scalable Simulation-Based Inference
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Squared Neural Families: A New Class of Tractable Density Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Pseudo-Likelihood Inference
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Tanimoto Random Features for Scalable Molecular Machine Learning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Variational Gaussian processes for linear inverse problems
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Conditional Matrix Flows for Gaussian Graphical Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Faster Relative Entropy Coding with Greedy Rejection Coding
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Prediction and Control in Continual Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Hybrid Policy Optimization from Imperfect Demonstrations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
RoboCLIP: One Demonstration is Enough to Learn Robot Policies
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Model-free Posterior Sampling via Learning Rate Randomization
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Fractal Landscapes in Policy Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Reduced Policy Optimization for Continuous Control with Hard Constraints
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Residual Q-Learning: Offline and Online Policy Customization without Value
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Task-aware world model learning with meta weighting via bi-level optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Direct Preference-based Policy Optimization without Reward Modeling
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Off-Policy Evaluation for Human Feedback
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
CORL: Research-oriented Deep Offline Reinforcement Learning Library
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Latent exploration for Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
State Regularized Policy Optimization on Data with Dynamics Shift
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Goal-conditioned Offline Planning from Curious Exploration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
A Long $N$-step Surrogate Stage Reward for Deep Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Video Prediction Models as Rewards for Reinforcement Learning
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
State Sequences Prediction via Fourier Transform for Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Domain Adaptive Imitation Learning with Visual Observation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
For SALE: State-Action Representation Learning for Deep Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Large Language Models can Implement Policy Iteration
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Convergence of Actor-Critic with Multi-Layer Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Efficient Model-Free Exploration in Low-Rank MDPs
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Zero-sum Polymatrix Markov Games: Equilibrium Collapse and Efficient Computation of Nash Equilibria
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Mutual-Information Regularized Multi-Agent Policy Iteration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Multi-Step Generalized Policy Improvement by Leveraging Approximate Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Optimize Planning Heuristics to Rank, not to Estimate Cost-to-Goal
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Information-guided Planning: An Online Approach for Partially Observable Problems
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
A Privacy-Friendly Approach to Data Valuation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Emergent and Predictable Memorization in Large Language Models
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
VeriX: Towards Verified Explainability of Deep Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Statistically Valid Variable Importance Assessment through Conditional Permutations
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Interpretable Graph Networks Formulate Universal Algebra Conjectures
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Learning Transformer Programs
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Feature Learning for Interpretable, Performant Decision Trees
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Trade-off Between Efficiency and Consistency for Removal-based Explanations
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
Auditing Fairness by Betting
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Evaluating the Moral Beliefs Encoded in LLMs
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Mitigating Test-Time Bias for Fair Image Retrieval
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Label-Only Model Inversion Attacks via Knowledge Transfer
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Counterfactually Fair Representation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Decision Tree for Locally Private Estimation with Public Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Faster approximate subgraph counts with privacy
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Training Private Models That Know What They Don’t Know
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Unbounded Differentially Private Quantile and Maximum Estimation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
A Smooth Binary Mechanism for Efficient Private Continual Observation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Adaptive Data Analysis in a Balanced Adversarial Model
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Smooth Flipping Probability for Differential Private Sign Random Projection Methods
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Practical Differentially Private Hyperparameter Tuning with Subsampling
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
CBD: A Certified Backdoor Detector Based on Local Dominant Probability
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
RADAR: Robust AI-Text Detection via Adversarial Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Learning to Augment Distributions for Out-of-distribution Detection
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Temporal Robustness against Data poisoning
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Honesty Is the Best Policy: Defining and Mitigating AI Deception
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Rethinking the Backward Propagation for Adversarial Transferability
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Human-Aligned Calibration for AI-Assisted Decision Making
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Private estimation algorithms for stochastic block models and mixture models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Active Learning-Based Species Range Estimation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Multiply Robust Federated Estimation of Targeted Average Treatment Effects
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm
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Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Faster Query Times for Fully Dynamic $k$-Center Clustering with Outliers
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Towards Characterizing the First-order Query Complexity of Learning (Approximate) Nash Equilibria in Zero-sum Matrix Games
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Payoff-based Learning with Matrix Multiplicative Weights in Quantum Games
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Explainable and Efficient Randomized Voting Rules
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
$\varepsilon$-fractional core stability in Hedonic Games.
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
The Gain from Ordering in Online Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Contrastive Moments: Unsupervised Halfspace Learning in Polynomial Time
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Two-Stage Learning to Defer with Multiple Experts
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
On quantum backpropagation, information reuse, and cheating measurement collapse
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Robust covariance estimation with missing values and cell-wise contamination
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
$L_2$-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Universality laws for Gaussian mixtures in generalized linear models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Neural Oscillators are Universal
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Learning Exponential Families from Truncated Samples
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Distribution Learnability and Robustness
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Minimax-Optimal Location Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Adaptive Principal Component Regression with Applications to Panel Data
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Time-Independent Information-Theoretic Generalization Bounds for SGLD
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Nash Regret Guarantees for Linear Bandits
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
When Can We Track Significant Preference Shifts in Dueling Bandits?
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Bandit Task Assignment with Unknown Processing Time
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Context-lumpable stochastic bandits
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Faster Margin Maximization Rates for Generic Optimization Methods
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Online Learning under Adversarial Nonlinear Constraints
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Finite-Time Logarithmic Bayes Regret Upper Bounds
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Trading-off price for data quality to achieve fair online allocation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
On the Implicit Bias of Linear Equivariant Steerable Networks
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Streaming PCA for Markovian Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Near-Linear Time Algorithm for the Chamfer Distance
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Towards Optimal Effective Resistance Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
First Order Stochastic Optimization with Oblivious Noise
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Zero-Regret Performative Prediction Under Inequality Constraints
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
On Slicing Optimality for Mutual Information
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Policy Gradient for Rectangular Robust Markov Decision Processes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Bi-Level Offline Policy Optimization with Limited Exploration
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Responsible AI (RAI) Games and Ensembles
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Optimal Preconditioning and Fisher Adaptive Langevin Sampling
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Episodic Multi-Task Learning with Heterogeneous Neural Processes
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Alignment with human representations supports robust few-shot learning
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
MGDD: A Meta Generator for Fast Dataset Distillation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Fairness-guided Few-shot Prompting for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Neural Processes with Stability
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
VanillaNet: the Power of Minimalism in Deep Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Sub-optimality of the Naive Mean Field approximation for proportional high-dimensional Linear Regression
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Protein Design with Guided Discrete Diffusion
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Compositional Generalization from First Principles
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Optimal Transport for Treatment Effect Estimation
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Slides]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Crystal Structure Prediction by Joint Equivariant Diffusion
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Combining Behaviors with the Successor Features Keyboard
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Reward Imputation with Sketching for Contextual Batched Bandits
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
DesCo: Learning Object Recognition with Rich Language Descriptions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Anytime-Competitive Reinforcement Learning with Policy Prior
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Fast Attention Requires Bounded Entries
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Fast Optimal Locally Private Mean Estimation via Random Projections
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Controlling Text-to-Image Diffusion by Orthogonal Finetuning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Does Visual Pretraining Help End-to-End Reasoning?
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Deep Stochastic Processes via Functional Markov Transition Operators
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Optimal Rates for Bandit Nonstochastic Control
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Non-stationary Experimental Design under Linear Trends
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
An Information Theory Perspective on Variance-Invariance-Covariance Regularization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Adaptive Privacy Composition for Accuracy-first Mechanisms
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Geometric Neural Diffusion Processes
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Goal Driven Discovery of Distributional Differences via Language Descriptions
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OpenReview]