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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
ChessGPT: Bridging Policy Learning and Language Modeling
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
AbDiffuser: full-atom generation of in-vitro functioning antibodies
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
Smooth, exact rotational symmetrization for deep learning on point clouds
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Fragment-based Pretraining and Finetuning on Molecular Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
OceanBench: The Sea Surface Height Edition
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
XAGen: 3D Expressive Human Avatars Generation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
FaceComposer: A Unified Model for Versatile Facial Content Creation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Aligning Gradient and Hessian for Neural Signed Distance Function
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
3D Indoor Instance Segmentation in an Open-World
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Emergent Correspondence from Image Diffusion
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
OpenMask3D: Open-Vocabulary 3D Instance Segmentation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
GenS: Generalizable Neural Surface Reconstruction from Multi-View Images
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Online Map Vectorization for Autonomous Driving: A Rasterization Perspective
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Knowledge Diffusion for Distillation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
LayoutPrompter: Awaken the Design Ability of Large Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Subject-driven Text-to-Image Generation via Apprenticeship Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
DreamSparse: Escaping from Plato’s Cave with 2D Diffusion Model Given Sparse Views
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Are These the Same Apple? Comparing Images Based on Object Intrinsics
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Generalizable One-shot 3D Neural Head Avatar
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Deep Non-line-of-sight Imaging from Under-scanning Measurements
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Global Structure-Aware Diffusion Process for Low-light Image Enhancement
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
CP-SLAM: Collaborative Neural Point-based SLAM System
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Topological RANSAC for instance verification and retrieval without fine-tuning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
What’s Left? Concept Grounding with Logic-Enhanced Foundation Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
PrObeD: Proactive Object Detection Wrapper
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Query-based Temporal Fusion with Explicit Motion for 3D Object Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Glance and Focus: Memory Prompting for Multi-Event Video Question Answering
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
JourneyDB: A Benchmark for Generative Image Understanding
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Mr. HiSum: A Large-scale Dataset for Video Highlight Detection and Summarization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
A High-Resolution Dataset for Instance Detection with Multi-View Object Capture
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
DVSOD: RGB-D Video Salient Object Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Hierarchical Open-vocabulary Universal Image Segmentation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
The Cambridge Law Corpus: A Corpus for Legal AI Research
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Metis: Understanding and Enhancing In-Network Regular Expressions
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
HubRouter: Learning Global Routing via Hub Generation and Pin-hub Connection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Reliable Off-Policy Learning for Dosage Combinations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
rPPG-Toolbox: Deep Remote PPG Toolbox
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Differentiable sorting for censored time-to-event data.
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
RaLEs: a Benchmark for Radiology Language Evaluations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
StressID: a Multimodal Dataset for Stress Identification
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Faith and Fate: Limits of Transformers on Compositionality
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
CLadder: Assessing Causal Reasoning in Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Deductive Verification of Chain-of-Thought Reasoning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
OpenAssistant Conversations - Democratizing Large Language Model Alignment
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Thrust: Adaptively Propels Large Language Models with External Knowledge
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
ToolQA: A Dataset for LLM Question Answering with External Tools
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Mathematical Capabilities of ChatGPT
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Binarized Neural Machine Translation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Bayesian target optimisation for high-precision holographic optogenetics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Learning better with Dale’s Law: A Spectral Perspective
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Long Sequence Hopfield Memory
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Bounded rationality in structured density estimation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Uncovering motifs of concurrent signaling across multiple neuronal populations
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Data-Driven Network Neuroscience: On Data Collection and Benchmark
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Sequential Memory with Temporal Predictive Coding
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
SwiFT: Swin 4D fMRI Transformer
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
SoundCam: A Dataset for Finding Humans Using Room Acoustics
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Geometry-Informed Neural Operator for Large-Scale 3D PDEs
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Online PCA in Converging Self-consistent Field Equations
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Scalable Transformer for PDE Surrogate Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Equivariant flow matching
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Domain Agnostic Fourier Neural Operators
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
What Truly Matters in Trajectory Prediction for Autonomous Driving?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Model-Based Control with Sparse Neural Dynamics
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Reconciling Competing Sampling Strategies of Network Embedding
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Training Chain-of-Thought via Latent-Variable Inference
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Module-wise Adaptive Distillation for Multimodality Foundation Models
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Deep Contract Design via Discontinuous Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Towards Unbounded Machine Unlearning
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Alternating Updates for Efficient Transformers
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
SEENN: Towards Temporal Spiking Early Exit Neural Networks
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Triangulation Residual Loss for Data-efficient 3D Pose Estimation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
On Sparse Modern Hopfield Model
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Improving multimodal datasets with image captioning
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
RD-Suite: A Benchmark for Ranking Distillation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
Validated Image Caption Rating Dataset
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
GNeSF: Generalizable Neural Semantic Fields
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Investigating how ReLU-networks encode symmetries
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Concept Algebra for (Score-Based) Text-Controlled Generative Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
Joint Prompt Optimization of Stacked LLMs using Variational Inference
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
On the Generalization Properties of Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Customizable Image Synthesis with Multiple Subjects
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Beta Diffusion
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Continuous-Time Functional Diffusion Processes
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Temporal Dynamic Quantization for Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Synthcity: a benchmark framework for diverse use cases of tabular synthetic data
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Rethinking Conditional Diffusion Sampling with Progressive Guidance
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Semi-Implicit Denoising Diffusion Models (SIDDMs)
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Expanding Small-Scale Datasets with Guided Imagination
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Arbitrarily Scalable Environment Generators via Neural Cellular Automata
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Diffusion Probabilistic Models for Structured Node Classification
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
GlyphControl: Glyph Conditional Control for Visual Text Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Improving Diffusion-Based Image Synthesis with Context Prediction
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Slides]
[
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
Add and Thin: Diffusion for Temporal Point Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Inserting Anybody in Diffusion Models via Celeb Basis
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Score-based Data Assimilation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Lovász Principle for Unsupervised Graph Representation Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Are GATs Out of Balance?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Efficient Learning of Linear Graph Neural Networks via Node Subsampling
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
GSLB: The Graph Structure Learning Benchmark
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Demystifying Oversmoothing in Attention-Based Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
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Slides]
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
PRODIGY: Enabling In-context Learning Over Graphs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Fine-grained Expressivity of Graph Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
Approximately Equivariant Graph Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
CAT-Walk: Inductive Hypergraph Learning via Set Walks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Kissing to Find a Match: Efficient Low-Rank Permutation Representation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
An Inverse Scaling Law for CLIP Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Topology-Aware Uncertainty for Image Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Task-aware Distributed Source Coding under Dynamic Bandwidth
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Learning Adaptive Tensorial Density Fields for Clean Cryo-ET Reconstruction
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Analyzing Vision Transformers for Image Classification in Class Embedding Space
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Online learning of long-range dependencies
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Cola: A Benchmark for Compositional Text-to-image Retrieval
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Don’t blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Asymmetric Certified Robustness via Feature-Convex Neural Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Blurred-Dilated Method for Adversarial Attacks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Towards Last-layer Retraining for Group Robustness with Fewer Annotations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Improving Adversarial Robustness via Information Bottleneck Distillation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Reverse Engineering Self-Supervised Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Implicit Contrastive Representation Learning with Guided Stop-gradient
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Towards In-context Scene Understanding
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Automatic Integration for Spatiotemporal Neural Point Processes
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Taming Local Effects in Graph-based Spatiotemporal Forecasting
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Transformers learn through gradual rank increase
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Small Transformers Compute Universal Metric Embeddings
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JMLR]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Provable Guarantees for Neural Networks via Gradient Feature Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces
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Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Abide by the law and follow the flow: conservation laws for gradient flows
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Swap Agnostic Learning, or Characterizing Omniprediction via Multicalibration
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
On skip connections and normalisation layers in deep optimisation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
On the Power of SVD in the Stochastic Block Model
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
The Crucial Role of Normalization in Sharpness-Aware Minimization
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Precise asymptotic generalization for multiclass classification with overparameterized linear models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Intervention Generalization: A View from Factor Graph Models
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood vs. Independence Testing
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Analysis of Variance of Multiple Causal Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Learning DAGs from Data with Few Root Causes
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
DataPerf: Benchmarks for Data-Centric AI Development
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Conditional independence testing under misspecified inductive biases
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Markovian Sliced Wasserstein Distances: Beyond Independent Projections
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning.
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Koopman Kernel Regression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Kernel Stein Discrepancy thinning: a theoretical perspective of pathologies and a practical fix with regularization
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Sharp Spectral Rates for Koopman Operator Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
MAViL: Masked Audio-Video Learners
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
DynaDojo: An Extensible Platform for Benchmarking Scaling in Dynamical System Identification
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Learning Curves for Deep Structured Gaussian Feature Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
When Does Confidence-Based Cascade Deferral Suffice?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
FedL2P: Federated Learning to Personalize
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Scalarization for Multi-Task and Multi-Domain Learning at Scale
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Zero-Shot Anomaly Detection via Batch Normalization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Language Semantic Graph Guided Data-Efficient Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Adaptive Test-Time Personalization for Federated Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Optimal testing using combined test statistics across independent studies
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Orthogonal Non-negative Tensor Factorization based Multi-view Clustering
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Binary Classification with Confidence Difference
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Semi-Supervised Domain Generalization with Known and Unknown Classes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Multi-Swap k-Means++
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Harnessing Hard Mixed Samples with Decoupled Regularizer
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Neural Fields with Hard Constraints of Arbitrary Differential Order
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Path following algorithms for $\ell_2$-regularized $M$-estimation with approximation guarantee
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Non-Convex Bilevel Optimization with Time-Varying Objective Functions
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Distributionally Robust Linear Quadratic Control
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Computational Guarantees for Doubly Entropic Wasserstein Barycenters
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Boosting with Tempered Exponential Measures
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Advancing Bayesian Optimization via Learning Correlated Latent Space
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimizing over trained GNNs via symmetry breaking
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
GloptiNets: Scalable Non-Convex Optimization with Certificates
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Exponentially Convergent Algorithms for Supervised Matrix Factorization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
Stable Nonconvex-Nonconcave Training via Linear Interpolation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
A Unified Approach for Maximizing Continuous DR-submodular Functions
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Weitzman's Rule for Pandora's Box with Correlations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Optimal Extragradient-Based Algorithms for Stochastic Variational Inequalities with Separable Structure
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
A Guide Through the Zoo of Biased SGD
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Failure-Aware Gaussian Process Optimization with Regret Bounds
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Self-Correcting Bayesian Optimization through Bayesian Active Learning
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
Bayesian Optimization with Cost-varying Variable Subsets
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Moment Matching Denoising Gibbs Sampling
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
How to Turn Your Knowledge Graph Embeddings into Generative Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Quantification of Uncertainty with Adversarial Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Collapsed Inference for Bayesian Deep Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Energy-Based Sliced Wasserstein Distance
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Probabilistic Exponential Integrators
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
On the Identifiability and Interpretability of Gaussian Process Models
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Characteristic Circuits
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Approximate inference of marginals using the IBIA framework
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Learning Rate Free Sampling in Constrained Domains
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Discriminative Calibration: Check Bayesian Computation from Simulations and Flexible Classifier
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Structure Learning with Adaptive Random Neighborhood Informed MCMC
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Amortized Reparametrization: Efficient and Scalable Variational Inference for Latent SDEs
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
KuaiSim: A Comprehensive Simulator for Recommender Systems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Probabilistic Inference in Reinforcement Learning Done Right
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Behavior Alignment via Reward Function Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Offline Reinforcement Learning with Differential Privacy
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Supervised Pretraining Can Learn In-Context Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Learning Generalizable Agents via Saliency-guided Features Decorrelation
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Facing Off World Model Backbones: RNNs, Transformers, and S4
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Policy Optimization for Continuous Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Online Nonstochastic Model-Free Reinforcement Learning
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Model-Free Active Exploration in Reinforcement Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Learning World Models with Identifiable Factorization
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Accelerating Exploration with Unlabeled Prior Data
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Offline Imitation Learning with Variational Counterfactual Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
COOM: A Game Benchmark for Continual Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
MIMEx: Intrinsic Rewards from Masked Input Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Guide Your Agent with Adaptive Multimodal Rewards
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Reinforcement Learning with Fast and Forgetful Memory
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Learning from Active Human Involvement through Proxy Value Propagation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $\epsilon$-Greedy Exploration
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
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Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Kernelized Reinforcement Learning with Order Optimal Regret Bounds
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Learning Shared Safety Constraints from Multi-task Demonstrations
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Conservative Offline Policy Adaptation in Multi-Agent Games
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Policy Space Diversity for Non-Transitive Games
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Diverse Conventions for Human-AI Collaboration
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Information Design in Multi-Agent Reinforcement Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
On the Planning Abilities of Large Language Models - A Critical Investigation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Egocentric Planning for Scalable Embodied Task Achievement
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Train Hard, Fight Easy: Robust Meta Reinforcement Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Percentile Criterion Optimization in Offline Reinforcement Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
StateMask: Explaining Deep Reinforcement Learning through State Mask
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Disentangling Cognitive Diagnosis with Limited Exercise Labels
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Renku: a platform for sustainable data science
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
OpenDataVal: a Unified Benchmark for Data Valuation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
GLIME: General, Stable and Local LIME Explanation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
A Path to Simpler Models Starts With Noise
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Towards a fuller understanding of neurons with Clustered Compositional Explanations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Participatory Personalization in Classification
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Stable Bias: Evaluating Societal Representations in Diffusion Models
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Better Private Linear Regression Through Better Private Feature Selection
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
The Target-Charging Technique for Privacy Analysis across Interactive Computations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Anonymous Learning via Look-Alike Clustering: A Precise Analysis of Model Generalization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Differentially Private Approximate Near Neighbor Counting in High Dimensions
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
On Differentially Private Sampling from Gaussian and Product Distributions
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Gaussian Differential Privacy on Riemannian Manifolds
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Differentially Private Image Classification by Learning Priors from Random Processes
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Where Did I Come From? Origin Attribution of AI-Generated Images
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Black-box Backdoor Defense via Zero-shot Image Purification
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Stability Guarantees for Feature Attributions with Multiplicative Smoothing
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
TRIAGE: Characterizing and auditing training data for improved regression
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
ProPILE: Probing Privacy Leakage in Large Language Models
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Selective Sampling and Imitation Learning via Online Regression
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Contextual Bandits and Imitation Learning with Preference-Based Active Queries
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
SoTTA: Robust Test-Time Adaptation on Noisy Data Streams
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Subspace Identification for Multi-Source Domain Adaptation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Learning Domain-Aware Detection Head with Prompt Tuning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Global Identifiability of $\ell_1$-based Dictionary Learning via Matrix Volume Optimization
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Persuading Farsighted Receivers in MDPs: the Power of Honesty
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Is Learning in Games Good for the Learners?
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
On the Interplay between Social Welfare and Tractability of Equilibria
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Mode Connectivity in Auction Design
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Supply-Side Equilibria in Recommender Systems
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
The Equivalence of Dynamic and Strategic Stability under Regularized Learning in Games
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Efficient Subgame Refinement for Extensive-form Games
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Data Market Design through Deep Learning
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Fair Allocation of Indivisible Chores: Beyond Additive Costs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Learning Mixtures of Gaussians Using the DDPM Objective
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
A unified framework for information-theoretic generalization bounds
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Agnostically Learning Single-Index Models using Omnipredictors
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Generalization in the Face of Adaptivity: A Bayesian Perspective
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
List and Certificate Complexities in Replicable Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Feature Adaptation for Sparse Linear Regression
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Can semi-supervised learning use all the data effectively? A lower bound perspective
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Regularization properties of adversarially-trained linear regression
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Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
On the Minimax Regret for Online Learning with Feedback Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Dynamic Pricing and Learning with Bayesian Persuasion
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Online Convex Optimization with Unbounded Memory
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
A Batch-to-Online Transformation under Random-Order Model
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Practical Contextual Bandits with Feedback Graphs
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
No-Regret Learning with Unbounded Losses: The Case of Logarithmic Pooling
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
High-dimensional Contextual Bandit Problem without Sparsity
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Smoothed Analysis of Sequential Probability Assignment
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Adversarial Attacks on Online Learning to Rank with Click Feedback
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Tight Risk Bounds for Gradient Descent on Separable Data
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
The probability flow ODE is provably fast
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Matrix Compression via Randomized Low Rank and Low Precision Factorization
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Provably (More) Sample-Efficient Offline RL with Options
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
When is Agnostic Reinforcement Learning Statistically Tractable?
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Optimistic Active Exploration of Dynamical Systems
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Distribution-Free Statistical Dispersion Control for Societal Applications
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Estimating Causal Effects Identifiable from a Combination of Observations and Experiments
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Understanding and Mitigating Copying in Diffusion Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Language Model Alignment with Elastic Reset
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Reproducibility study of 'Proto2Proto: Can you recognise the car, the way I do?'
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
On the Sublinear Regret of GP-UCB
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Certification of Distributional Individual Fairness
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
[Re] VAE Approximation Error: ELBO and Exponential Families
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
[Re] Hierarchical Shrinkage: Improving the Accuracy and Interpretability of Tree-Based Methods
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Holistic Evaluation of Text-to-Image Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Locality-Aware Generalizable Implicit Neural Representation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
HT-Step: Aligning Instructional Articles with How-To Videos
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
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JMLR]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Maximum State Entropy Exploration using Predecessor and Successor Representations
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Degraded Polygons Raise Fundamental Questions of Neural Network Perception
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Reproducibility Study of ”CartoonX: Cartoon Explanations of Image Classifiers”
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Data-Informed Geometric Space Selection
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Norm-based Generalization Bounds for Sparse Neural Networks
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Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Mitigating Source Bias for Fairer Weak Supervision
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Should We Learn Most Likely Functions or Parameters?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
DISCS: A Benchmark for Discrete Sampling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Monte Carlo Tree Search with Boltzmann Exploration
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Near Optimal Reconstruction of Spherical Harmonic Expansions
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OpenReview]