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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Learning Invariant Molecular Representation in Latent Discrete Space
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Learning to Group Auxiliary Datasets for Molecule
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
Uncertainty Quantification via Neural Posterior Principal Components
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
PHOTOSWAP: Personalized Subject Swapping in Images
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
Binarized Spectral Compressive Imaging
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Social Motion Prediction with Cognitive Hierarchies
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
DynPoint: Dynamic Neural Point For View Synthesis
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
FouriDown: Factoring Down-Sampling into Shuffling and Superposing
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Learning Motion Refinement for Unsupervised Face Animation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Inferring Hybrid Neural Fluid Fields from Videos
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Q-DM: An Efficient Low-bit Quantized Diffusion Model
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
RegBN: Batch Normalization of Multimodal Data with Regularization
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
DäRF: Boosting Radiance Fields from Sparse Input Views with Monocular Depth Adaptation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Scaling Open-Vocabulary Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Scattering Vision Transformer: Spectral Mixing Matters
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
CorresNeRF: Image Correspondence Priors for Neural Radiance Fields
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
IEBins: Iterative Elastic Bins for Monocular Depth Estimation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
EgoEnv: Human-centric environment representations from egocentric video
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Slot-guided Volumetric Object Radiance Fields
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
CAST: Cross-Attention in Space and Time for Video Action Recognition
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Activity Grammars for Temporal Action Segmentation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
$SE(3)$ Equivariant Convolution and Transformer in Ray Space
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
CluB: Cluster Meets BEV for LiDAR-Based 3D Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Toward Re-Identifying Any Animal
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Sensitivity in Translation Averaging
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Visual Instruction Inversion: Image Editing via Image Prompting
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
What Makes Good Examples for Visual In-Context Learning?
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Visual Instruction Tuning
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
NeRF Revisited: Fixing Quadrature Instability in Volume Rendering
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
Prototypical Variational Autoencoder for 3D Few-shot Object Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Video Timeline Modeling For News Story Understanding
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Individualized Dosing Dynamics via Neural Eigen Decomposition
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Pengi: An Audio Language Model for Audio Tasks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Continual Learning for Instruction Following from Realtime Feedback
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Extensible Prompts for Language Models on Zero-shot Language Style Customization
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
High-Fidelity Audio Compression with Improved RVQGAN
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Improving Language Plasticity via Pretraining with Active Forgetting
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Focused Transformer: Contrastive Training for Context Scaling
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
SPRING: Studying Papers and Reasoning to play Games
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
EvoPrompting: Language Models for Code-Level Neural Architecture Search
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Towards robust and generalizable representations of extracellular data using contrastive learning
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
A polar prediction model for learning to represent visual transformations
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
An information-theoretic quantification of the content of communication between brain regions
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Formalizing locality for normative synaptic plasticity models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
D-CIPHER: Discovery of Closed-form Partial Differential Equations
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Versatile Energy-Based Probabilistic Models for High Energy Physics
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Swarm Reinforcement Learning for Adaptive Mesh Refinement
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Neural Lighting Simulation for Urban Scenes
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Enhancing Robot Program Synthesis Through Environmental Context
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
What Planning Problems Can A Relational Neural Network Solve?
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Switching Autoregressive Low-rank Tensor Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
DataComp: In search of the next generation of multimodal datasets
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Geometry-Aware Adaptation for Pretrained Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Adversarial Learning for Feature Shift Detection and Correction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Explore In-Context Learning for 3D Point Cloud Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Learning Dictionary for Visual Attention
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Permutation Equivariant Neural Functionals
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Multi-modal Queried Object Detection in the Wild
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Principled Weight Initialisation for Input-Convex Neural Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Universality and Limitations of Prompt Tuning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Knowledge Distillation for High Dimensional Search Index
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Direct Training of SNN using Local Zeroth Order Method
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Normalization Layers Are All That Sharpness-Aware Minimization Needs
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Fine-Grained Visual Prompting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
PDP: Parameter-free Differentiable Pruning is All You Need
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Memory Efficient Optimizers with 4-bit States
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
A fast heuristic to optimize time-space tradeoff for large models
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
Unlimiformer: Long-Range Transformers with Unlimited Length Input
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Coop: Memory is not a Commodity
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Diffusion Schrödinger Bridge Matching
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
Metropolis Sampling for Constrained Diffusion Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Generating Behaviorally Diverse Policies with Latent Diffusion Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Generator Born from Classifier
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
InsActor: Instruction-driven Physics-based Characters
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Spontaneous symmetry breaking in generative diffusion models
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
PCF-GAN: generating sequential data via the characteristic function of measures on the path space
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Domain Re-Modulation for Few-Shot Generative Domain Adaptation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
Norm-guided latent space exploration for text-to-image generation
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
DreamHuman: Animatable 3D Avatars from Text
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Parts of Speech–Grounded Subspaces in Vision-Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Non-adversarial training of Neural SDEs with signature kernel scores
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
DiffComplete: Diffusion-based Generative 3D Shape Completion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
On the choice of Perception Loss Function for Learned Video Compression
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
TabMT: Generating tabular data with masked transformers
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Simple and Controllable Music Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Are Diffusion Models Vision-And-Language Reasoners?
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Statistical Knowledge Assessment for Large Language Models
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Diffusion Self-Guidance for Controllable Image Generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
The CLIP Model is Secretly an Image-to-Prompt Converter
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Object-Centric Slot Diffusion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
A new perspective on building efficient and expressive 3D equivariant graph neural networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
GALOPA: Graph Transport Learning with Optimal Plan Alignment
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Slides]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy
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Slides]
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Poster]
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Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Clifford Group Equivariant Neural Networks
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
From Trainable Negative Depth to Edge Heterophily in Graphs
[
OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Maximum Independent Set: Self-Training through Dynamic Programming
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Limits, approximation and size transferability for GNNs on sparse graphs via graphops
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Transformers over Directed Acyclic Graphs
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Interpretable Prototype-based Graph Information Bottleneck
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Going beyond persistent homology using persistent homology
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
RGMIL: Guide Your Multiple-Instance Learning Model with Regressor
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Latent Space Translation via Semantic Alignment
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Understanding and Improving Feature Learning for Out-of-Distribution Generalization
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Simultaneous embedding of multiple attractor manifolds in a recurrent neural network using constrained gradient optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
Convolutional Visual Prompt for Robust Visual Perception
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Adversarial Training from Mean Field Perspective
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Adversarial Examples Are Not Real Features
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Learning Provably Robust Estimators for Inverse Problems via Jittering
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Certifiably Robust Graph Contrastive Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
SOL: Sampling-based Optimal Linear bounding of arbitrary scalar functions
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Label Poisoning is All You Need
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
PointGPT: Auto-regressively Generative Pre-training from Point Clouds
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Combating Representation Learning Disparity with Geometric Harmonization
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Representation Learning via Consistent Assignment of Views over Random Partitions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Training Transitive and Commutative Multimodal Transformers with LoReTTa
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Multi Time Scale World Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Homotopy-based training of NeuralODEs for accurate dynamics discovery
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
The Learnability of In-Context Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Neural (Tangent Kernel) Collapse
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Generalization bounds for neural ordinary differential equations and deep residual networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Spectral Evolution and Invariance in Linear-width Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Leveraging the two-timescale regime to demonstrate convergence of neural networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Stochastic Collapse: How Gradient Noise Attracts SGD Dynamics Towards Simpler Subnetworks
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Theoretical and Practical Perspectives on what Influence Functions Do
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
On the impact of activation and normalization in obtaining isometric embeddings at initialization
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
How do Minimum-Norm Shallow Denoisers Look in Function Space?
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Causal Effect Identification in Uncertain Causal Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
A Causal Framework for Decomposing Spurious Variations
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Meek Separators and Their Applications in Targeted Causal Discovery
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Counterfactual Evaluation of Peer-Review Assignment Policies
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
On Learning Necessary and Sufficient Causal Graphs
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Sharp Bounds for Generalized Causal Sensitivity Analysis
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Bayesian Active Causal Discovery with Multi-Fidelity Experiments
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
False Discovery Proportion control for aggregated Knockoffs
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
Kernel-Based Tests for Likelihood-Free Hypothesis Testing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Statistical Insights into HSIC in High Dimensions
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Slides]
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Meta-Learning Adversarial Bandit Algorithms
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
On Private and Robust Bandits
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Slides]
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Multi-Fidelity Multi-Armed Bandits Revisited
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Towards Optimal Caching and Model Selection for Large Model Inference
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Contextual Gaussian Process Bandits with Neural Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
Contrastive Training of Complex-Valued Autoencoders for Object Discovery
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
A General Framework for Robust G-Invariance in G-Equivariant Networks
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
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Slides]
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
A Unified Fast Gradient Clipping Framework for DP-SGD
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
One Fits All: Power General Time Series Analysis by Pretrained LM
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Generalized test utilities for long-tail performance in extreme multi-label classification
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Multi-task learning with summary statistics
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Doubly-Robust Self-Training
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
RETVec: Resilient and Efficient Text Vectorizer
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Differentiable Clustering with Perturbed Spanning Forests
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
Unsupervised Anomaly Detection with Rejection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
How Does Adaptive Optimization Impact Local Neural Network Geometry?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Efficient Hyper-parameter Optimization with Cubic Regularization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Energy-based learning algorithms for analog computing: a comparative study
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Continuous-time Analysis of Anchor Acceleration
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Unsupervised Learning for Solving the Travelling Salesman Problem
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Online Ad Allocation with Predictions
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Bicriteria Approximation Algorithms for the Submodular Cover Problem
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Block Broyden's Methods for Solving Nonlinear Equations
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
2Direction: Theoretically Faster Distributed Training with Bidirectional Communication Compression
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Private Federated Frequency Estimation: Adapting to the Hardness of the Instance
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Learning to Configure Separators in Branch-and-Cut
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
L2T-DLN: Learning to Teach with Dynamic Loss Network
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Riemannian stochastic optimization methods avoid strict saddle points
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Resilient Constrained Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Double Randomized Underdamped Langevin with Dimension-Independent Convergence Guarantee
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Macro Placement by Wire-Mask-Guided Black-Box Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
On permutation symmetries in Bayesian neural network posteriors: a variational perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
On Masked Pre-training and the Marginal Likelihood
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Scaling Laws for Hyperparameter Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Flat Seeking Bayesian Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Soft-Unification in Deep Probabilistic Logic
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
GPEX, A Framework For Interpreting Artificial Neural Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Computing Approximate $\ell_p$ Sensitivities
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
NPCL: Neural Processes for Uncertainty-Aware Continual Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Provable convergence guarantees for black-box variational inference
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
State-Action Similarity-Based Representations for Off-Policy Evaluation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Taylor TD-learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Cross-Domain Policy Adaptation via Value-Guided Data Filtering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Successor-Predecessor Intrinsic Exploration
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation
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Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Game Solving with Online Fine-Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Gradient Informed Proximal Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Prioritizing Samples in Reinforcement Learning with Reducible Loss
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Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Revisiting the Minimalist Approach to Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Supported Value Regularization for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Adversarial Counterfactual Environment Model Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Reining Generalization in Offline Reinforcement Learning via Representation Distinction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
FlowPG: Action-constrained Policy Gradient with Normalizing Flows
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Active Vision Reinforcement Learning under Limited Visual Observability
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Deep Reinforcement Learning with Plasticity Injection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Iterative Reachability Estimation for Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Thinker: Learning to Plan and Act
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Inverse Preference Learning: Preference-based RL without a Reward Function
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Reinforcement Learning with Simple Sequence Priors
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
ELDEN: Exploration via Local Dependencies
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Creating Multi-Level Skill Hierarchies in Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Diversify \& Conquer: Outcome-directed Curriculum RL via Out-of-Distribution Disagreement
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Optimal Exploration for Model-Based RL in Nonlinear Systems
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Inferring the Future by Imagining the Past
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Emergent Communication for Rules Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
History Filtering in Imperfect Information Games: Algorithms and Complexity
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
AdaPlanner: Adaptive Planning from Feedback with Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Beyond Average Return in Markov Decision Processes
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Active Observing in Continuous-time Control
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
Adaptive Online Replanning with Diffusion Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Break It Down: Evidence for Structural Compositionality in Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Learning Reliable Logical Rules with SATNet
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Auxiliary Losses for Learning Generalizable Concept-based Models
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Labeling Neural Representations with Inverse Recognition
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Moral Responsibility for AI Systems
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Ethical Considerations for Responsible Data Curation
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Individual Arbitrariness and Group Fairness
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Private Distribution Learning with Public Data: The View from Sample Compression
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Eliminating Domain Bias for Federated Learning in Representation Space
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Black-Box Differential Privacy for Interactive ML
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Poster]
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Students Parrot Their Teachers: Membership Inference on Model Distillation
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Post-processing Private Synthetic Data for Improving Utility on Selected Measures
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Unleashing the Power of Randomization in Auditing Differentially Private ML
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Easy Learning from Label Proportions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Faster Differentially Private Convex Optimization via Second-Order Methods
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Use perturbations when learning from explanations
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Slides]
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
Class-Conditional Conformal Prediction with Many Classes
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Content-based Unrestricted Adversarial Attack
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Slides]
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Derandomized novelty detection with FDR control via conformal e-values
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Combating Bilateral Edge Noise for Robust Link Prediction
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
FedFed: Feature Distillation against Data Heterogeneity in Federated Learning
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Regression with Cost-based Rejection
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
Minimum-Risk Recalibration of Classifiers
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Fast Partitioned Learned Bloom Filter
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Learning List-Level Domain-Invariant Representations for Ranking
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Creating a Public Repository for Joining Private Data
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Structure of universal formulas
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Similarity-based cooperative equilibrium
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Calibrated Stackelberg Games: Learning Optimal Commitments Against Calibrated Agents
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Regret Matching+: (In)Stability and Fast Convergence in Games
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Computing Optimal Nash Equilibria in Multiplayer Games
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
On the Robustness of Mechanism Design under Total Variation Distance
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Demystifying the Optimal Performance of Multi-Class Classification
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Error Bounds for Learning with Vector-Valued Random Features
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Optimistic Rates for Multi-Task Representation Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Initialization-Dependent Sample Complexity of Linear Predictors and Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
Robust Matrix Sensing in the Semi-Random Model
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
On Certified Generalization in Structured Prediction
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Robust Mean Estimation Without Moments for Symmetric Distributions
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Near-optimal learning with average Hölder smoothness
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
An Adaptive Algorithm for Learning with Unknown Distribution Drift
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Learning with Explanation Constraints
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
$H$-Consistency Bounds: Characterization and Extensions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
When are ensembles really effective?
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
An active learning framework for multi-group mean estimation
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Best Arm Identification with Fixed Budget: A Large Deviation Perspective
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Unconstrained Dynamic Regret via Sparse Coding
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
A Trichotomy for Transductive Online Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Parallel Submodular Function Minimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Understanding Multi-phase Optimization Dynamics and Rich Nonlinear Behaviors of ReLU Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Lookaround Optimizer: $k$ steps around, 1 step average
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Linear Time Algorithms for k-means with Multi-Swap Local Search
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Conformal PID Control for Time Series Prediction
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Generalized Belief Transport
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model
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Slides]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Finding Safe Zones of Markov Decision Processes Policies
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Tempo Adaptation in Non-stationary Reinforcement Learning
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Self-Predictive Universal AI
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
A Fractional Graph Laplacian Approach to Oversmoothing
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Sample based Explanations via Generalized Representers
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Directional diffusion models for graph representation learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Large Language Models Are Zero-Shot Time Series Forecasters
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
VaRT: Variational Regression Trees
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Learning Modulated Transformation in GANs
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Memory-Constrained Algorithms for Convex Optimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Symbolic Discovery of Optimization Algorithms
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Simplifying Neural Network Training Under Class Imbalance
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple!
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Text-to-Image Diffusion Models are Zero Shot Classifiers
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Learning to Compress Prompts with Gist Tokens
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Collaborative Alignment of NLP Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Partial Matrix Completion
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Streaming Algorithms and Lower Bounds for Estimating Correlation Clustering Cost
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Projection-Free Online Convex Optimization via Efficient Newton Iterations
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Affinity-Aware Graph Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Learning to Influence Human Behavior with Offline Reinforcement Learning
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Online (Multinomial) Logistic Bandit: Improved Regret and Constant Computation Cost
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
A Unified Model and Dimension for Interactive Estimation
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
AIMS: All-Inclusive Multi-Level Segmentation for Anything
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Strategyproof Voting under Correlated Beliefs
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Learning To Dive In Branch And Bound
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Lower Bounds on Adaptive Sensing for Matrix Recovery
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Causal Discovery from Subsampled Time Series with Proxy Variables
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
FIND: A Function Description Benchmark for Evaluating Interpretability Methods
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Equivariant Adaptation of Large Pretrained Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Variational Gaussian Processes with Decoupled Conditionals
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Information Theoretic Lower Bounds for Information Theoretic Upper Bounds
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Multi-Head Adapter Routing for Cross-Task Generalization
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Efficient Neural Music Generation
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
SQ Lower Bounds for Learning Mixtures of Linear Classifiers
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Graph-Structured Gaussian Processes for Transferable Graph Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Learning Cuts via Enumeration Oracles
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Coherent Soft Imitation Learning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Model Spider: Learning to Rank Pre-Trained Models Efficiently
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language.
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
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Poster]
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OpenReview]
