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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Tame a Wild Camera: In-the-Wild Monocular Camera Calibration
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
Tuning Multi-mode Token-level Prompt Alignment across Modalities
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
DDF-HO: Hand-Held Object Reconstruction via Conditional Directed Distance Field
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Real-World Image Super-Resolution as Multi-Task Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
DAC-DETR: Divide the Attention Layers and Conquer
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Compressed Video Prompt Tuning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
M$^{2}$SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
3D-Aware Visual Question Answering about Parts, Poses and Occlusions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
ViSt3D: Video Stylization with 3D CNN
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
What Do Deep Saliency Models Learn about Visual Attention?
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
MixFormerV2: Efficient Fully Transformer Tracking
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Uni3DETR: Unified 3D Detection Transformer
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Volume Feature Rendering for Fast Neural Radiance Field Reconstruction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Generative Category-level Object Pose Estimation via Diffusion Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Training on Foveated Images Improves Robustness to Adversarial Attacks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Masked Image Residual Learning for Scaling Deeper Vision Transformers
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
VPGTrans: Transfer Visual Prompt Generator across LLMs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
PAPR: Proximity Attention Point Rendering
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Adaptive Contextual Perception: How To Generalize To New Backgrounds and Ambiguous Objects
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
Segment Anything in 3D with NeRFs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
Towards Label-free Scene Understanding by Vision Foundation Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Mitigating the Effect of Incidental Correlations on Part-based Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
Towards A Richer 2D Understanding of Hands at Scale
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Label-efficient Segmentation via Affinity Propagation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Mask Propagation for Efficient Video Semantic Segmentation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Real3D-AD: A Dataset of Point Cloud Anomaly Detection
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
SALSA VERDE: a machine learning attack on LWE with sparse small secrets
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
PoET: A generative model of protein families as sequences-of-sequences
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Composing Parameter-Efficient Modules with Arithmetic Operation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Augmenting Language Models with Long-Term Memory
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Self-Evaluation Guided Beam Search for Reasoning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Preference-grounded Token-level Guidance for Language Model Fine-tuning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
Incomplete Multimodality-Diffused Emotion Recognition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Birth of a Transformer: A Memory Viewpoint
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
A normative theory of social conflict
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Joint processing of linguistic properties in brains and language models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Strong and Precise Modulation of Human Percepts via Robustified ANNs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Hierarchical VAEs provide a normative account of motion processing in the primate brain
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Spike-driven Transformer
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Computing a human-like reaction time metric from stable recurrent vision models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Energy Guided Diffusion for Generating Neurally Exciting Images
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Large Language Models are Visual Reasoning Coordinators
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Scaling laws for language encoding models in fMRI
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Convolution Monge Mapping Normalization for learning on sleep data
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Transformer-based Planning for Symbolic Regression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Solving Inverse Physics Problems with Score Matching
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Unifying Predictions of Deterministic and Stochastic Physics in Mesh-reduced Space with Sequential Flow Generative Model
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under nonparametrized geometrical variability
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Training neural operators to preserve invariant measures of chaotic attractors
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
POMDP Planning for Object Search in Partially Unknown Environment
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Online POMDP Planning with Anytime Deterministic Guarantees
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Accelerating Motion Planning via Optimal Transport
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
A General Framework for Equivariant Neural Networks on Reductive Lie Groups
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Lightweight Vision Transformer with Bidirectional Interaction
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Meet in the Middle: A New Pre-training Paradigm
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Tanh Works Better with Asymmetry
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
You Only Condense Once: Two Rules for Pruning Condensed Datasets
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Module-wise Training of Neural Networks via the Minimizing Movement Scheme
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Systematic Visual Reasoning through Object-Centric Relational Abstraction
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation.
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Bridging Discrete and Backpropagation: Straight-Through and Beyond
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Clustering the Sketch: Dynamic Compression for Embedding Tables
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
Sharpness-Aware Minimization Leads to Low-Rank Features
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Geometric Transformer with Interatomic Positional Encoding
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Random-Access Infinite Context Length for Transformers
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Polyhedron Attention Module: Learning Adaptive-order Interactions
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Schema-learning and rebinding as mechanisms of in-context learning and emergence
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Coneheads: Hierarchy Aware Attention
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Designing Robust Transformers using Robust Kernel Density Estimation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
How a Student becomes a Teacher: learning and forgetting through Spectral methods
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Pruning vs Quantization: Which is Better?
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
The Quantization Model of Neural Scaling
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Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
QLoRA: Efficient Finetuning of Quantized LLMs
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Im-Promptu: In-Context Composition from Image Prompts
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
VideoComposer: Compositional Video Synthesis with Motion Controllability
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Score-based Source Separation with Applications to Digital Communication Signals
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Towards Efficient Image Compression Without Autoregressive Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Direct Diffusion Bridge using Data Consistency for Inverse Problems
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Recommender Systems with Generative Retrieval
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
PTQD: Accurate Post-Training Quantization for Diffusion Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
TextDiffuser: Diffusion Models as Text Painters
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
A Unified Framework for U-Net Design and Analysis
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Optimal Transport-Guided Conditional Score-Based Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Training Energy-Based Normalizing Flow with Score-Matching Objectives
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Gaussian Mixture Solvers for Diffusion Models
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
In-Context Learning Unlocked for Diffusion Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Addressing Negative Transfer in Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
HeadSculpt: Crafting 3D Head Avatars with Text
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Idempotent Learned Image Compression with Right-Inverse
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Learning Energy-based Model via Dual-MCMC Teaching
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Scenario Diffusion: Controllable Driving Scenario Generation With Diffusion
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Energy Discrepancies: A Score-Independent Loss for Energy-Based Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models
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Slides]
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Complexity Matters: Rethinking the Latent Space for Generative Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Reversible and irreversible bracket-based dynamics for deep graph neural networks
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Recurrent Temporal Revision Graph Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Learning Large Graph Property Prediction via Graph Segment Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Implicit Convolutional Kernels for Steerable CNNs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Graph Contrastive Learning with Stable and Scalable Spectral Encoding
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Universal Prompt Tuning for Graph Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Rotating Features for Object Discovery
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
CAPro: Webly Supervised Learning with Cross-modality Aligned Prototypes
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Learning Unseen Modality Interaction
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Topological Obstructions and How to Avoid Them
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Evolving Connectivity for Recurrent Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Convolutional State Space Models for Long-Range Spatiotemporal Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Optimal Transport Model Distributional Robustness
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Fantastic Robustness Measures: The Secrets of Robust Generalization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
A Theory of Transfer-Based Black-Box Attacks: Explanation and Implications
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
The Adversarial Consistency of Surrogate Risks for Binary Classification
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Effective Targeted Attacks for Adversarial Self-Supervised Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Hierarchical Randomized Smoothing
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Robust Learning with Progressive Data Expansion Against Spurious Correlation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
No Representation Rules Them All in Category Discovery
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Self-supervised Object-Centric Learning for Videos
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Understanding Contrastive Learning via Distributionally Robust Optimization
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Test-time Training for Matching-based Video Object Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Identifiable Contrastive Learning with Automatic Feature Importance Discovery
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Pairwise Causality Guided Transformers for Event Sequences
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Change point detection and inference in multivariate non-parametric models under mixing conditions
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Reliable learning in challenging environments
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Learning threshold neurons via edge of stability
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Scaling Data-Constrained Language Models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Globally injective and bijective neural operators
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement.
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
A General Theory of Correct, Incorrect, and Extrinsic Equivariance
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
On student-teacher deviations in distillation: does it pay to disobey?
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
The Exact Sample Complexity Gain from Invariances for Kernel Regression
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Representational Strengths and Limitations of Transformers
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
A Measure-Theoretic Axiomatisation of Causality
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Estimating Propensity for Causality-based Recommendation without Exposure Data
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Causal discovery from observational and interventional data across multiple environments
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Causal normalizing flows: from theory to practice
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Reusable Slotwise Mechanisms
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Slides]
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Global Optimality in Bivariate Gradient-based DAG Learning
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
A Cross-Moment Approach for Causal Effect Estimation
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Passive learning of active causal strategies in agents and language models
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Beyond probability partitions: Calibrating neural networks with semantic aware grouping
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Loss Decoupling for Task-Agnostic Continual Learning
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Inner Product-based Neural Network Similarity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Conformalized matrix completion
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Flow: Per-instance Personalized Federated Learning
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Neuro-symbolic Learning Yielding Logical Constraints
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Time-uniform confidence bands for the CDF under nonstationarity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Diffusion Representation for Asymmetric Kernels via Magnetic Transform
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Learning Functional Transduction
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Gradient-Free Kernel Stein Discrepancy
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Fast Approximation of Similarity Graphs with Kernel Density Estimation
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Deep learning with kernels through RKHM and the Perron-Frobenius operator
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
No-Regret Online Prediction with Strategic Experts
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Active Bipartite Ranking
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Noether Embedding: Efficient Learning of Temporal Regularities
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Object-centric Learning with Cyclic Walks between Parts and Whole
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation Learning
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Learning Interpretable Low-dimensional Representation via Physical Symmetry
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Improved Frequency Estimation Algorithms with and without Predictions
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
A Theory of Multimodal Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
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Slides]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large Scale
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Neural Priming for Sample-Efficient Adaptation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Retaining Beneficial Information from Detrimental Data for Neural Network Repair
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Poster]
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Foundation Model is Efficient Multimodal Multitask Model Selector
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
Evolving Standardization for Continual Domain Generalization over Temporal Drift
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
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Slides]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Differentiable Random Partition Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Constant Approximation for Individual Preference Stable Clustering
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Self-Adaptive Motion Tracking against On-body Displacement of Flexible Sensors
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Hierarchical clustering with dot products recovers hidden tree structure
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Federated Learning with Manifold Regularization and Normalized Update Reaggregation
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
Convex and Non-convex Optimization Under Generalized Smoothness
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Exact Verification of ReLU Neural Control Barrier Functions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Revisiting Implicit Differentiation for Learning Problems in Optimal Control
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Neural Lyapunov Control for Discrete-Time Systems
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Slides]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
ReHLine: Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Energy-Efficient Scheduling with Predictions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Dynamic Non-monotone Submodular Maximization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings
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Slides]
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
One-step differentiation of iterative algorithms
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Many-body Approximation for Non-negative Tensors
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Rethinking Gauss-Newton for learning over-parameterized models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
A Computationally Efficient Sparsified Online Newton Method
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimal Time Complexities of Parallel Stochastic Optimization Methods Under a Fixed Computation Model
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Finding Local Minima Efficiently in Decentralized Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Momentum Provably Improves Error Feedback!
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Learning the Efficient Frontier
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Hypervolume Maximization: A Geometric View of Pareto Set Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Outlier-Robust Gromov-Wasserstein for Graph Data
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
DELTA: Diverse Client Sampling for Fasting Federated Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Optimization and Bayes: A Trade-off for Overparameterized Neural Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Unexpected Improvements to Expected Improvement for Bayesian Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Bayesian Learning via Q-Exponential Process
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Towards Accelerated Model Training via Bayesian Data Selection
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Sparse Deep Learning for Time Series Data: Theory and Applications
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Undirected Probabilistic Model for Tensor Decomposition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Self-Consistent Velocity Matching of Probability Flows
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Beyond Normal: On the Evaluation of Mutual Information Estimators
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
The Behavior and Convergence of Local Bayesian Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Survival Permanental Processes for Survival Analysis with Time-Varying Covariates
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Learning Large-Scale MTP$_2$ Gaussian Graphical Models via Bridge-Block Decomposition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Unbiased learning of deep generative models with structured discrete representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Langevin Quasi-Monte Carlo
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Distributionally Robust Skeleton Learning of Discrete Bayesian Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
NAS-X: Neural Adaptive Smoothing via Twisting
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Compression with Bayesian Implicit Neural Representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Variational Inference with Gaussian Score Matching
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Imitation Learning from Vague Feedback
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Effectively Learning Initiation Sets in Hierarchical Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Accelerating Monte Carlo Tree Search with Probability Tree State Abstraction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Robust Knowledge Transfer in Tiered Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Finite-Time Analysis of Single-Timescale Actor-Critic
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Structured State Space Models for In-Context Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Budgeting Counterfactual for Offline RL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Conservative State Value Estimation for Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
Efficient Diffusion Policies For Offline Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Mutual Information Regularized Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Uncertainty-Aware Instance Reweighting for Off-Policy Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Adversarial Model for Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Explore to Generalize in Zero-Shot RL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
Learning to Discover Skills through Guidance
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Weakly Coupled Deep Q-Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Resetting the Optimizer in Deep RL: An Empirical Study
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Regularity as Intrinsic Reward for Free Play
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Synthetic Experience Replay
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Iteratively Learn Diverse Strategies with State Distance Information
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Dynamic Regret of Adversarial Linear Mixture MDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Reference-Based POMDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Diffused Task-Agnostic Milestone Planner
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Counterfactual Memorization in Neural Language Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
When Does Optimizing a Proper Loss Yield Calibration?
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress.
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Learning to Receive Help: Intervention-Aware Concept Embedding Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
OKRidge: Scalable Optimal k-Sparse Ridge Regression
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Towards Automated Circuit Discovery for Mechanistic Interpretability
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Post Hoc Explanations of Language Models Can Improve Language Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Explaining Predictive Uncertainty with Information Theoretic Shapley Values
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
HiBug: On Human-Interpretable Model Debug
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
In-Context Impersonation Reveals Large Language Models' Strengths and Biases
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
On the Relationship Between Relevance and Conflict in Online Social Link Recommendations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Uncovering and Quantifying Social Biases in Code Generation
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Long-Term Fairness with Unknown Dynamics
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Bias in Evaluation Processes: An Optimization-Based Model
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Fairness Aware Counterfactuals for Subgroups
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Adapting Fairness Interventions to Missing Values
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
Language Model Tokenizers Introduce Unfairness Between Languages
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Gaussian Membership Inference Privacy
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Counting Distinct Elements in the Turnstile Model with Differential Privacy under Continual Observation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
User-Level Differential Privacy With Few Examples Per User
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Certified Minimax Unlearning with Generalization Rates and Deletion Capacity
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Privacy Auditing with One (1) Training Run
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
On Computing Pairwise Statistics with Local Differential Privacy
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Bounding training data reconstruction in DP-SGD
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Counterfactually Comparing Abstaining Classifiers
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
On the Exploitability of Instruction Tuning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Causes and Effects of Unanticipated Numerical Deviations in Neural Network Inference Frameworks
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Boosting Adversarial Transferability by Achieving Flat Local Maxima
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Causal Fairness for Outcome Control
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Towards Stable Backdoor Purification through Feature Shift Tuning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
A Unified Detection Framework for Inference-Stage Backdoor Defenses
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Private Everlasting Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
On the Convergence of Encoder-only Shallow Transformers
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
A Competitive Algorithm for Agnostic Active Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Strategic Data Sharing between Competitors
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Strategic Classification under Unknown Personalized Manipulation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
Bicriteria Multidimensional Mechanism Design with Side Information
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Uncoupled and Convergent Learning in Two-Player Zero-Sum Markov Games with Bandit Feedback
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Exploiting hidden structures in non-convex games for convergence to Nash equilibrium
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
Combinatorial Group Testing with Selfish Agents
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Block-Coordinate Methods and Restarting for Solving Extensive-Form Games
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Refined Mechanism Design for Approximately Structured Priors via Active Regression
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
On the Last-iterate Convergence in Time-varying Zero-sum Games: Extra Gradient Succeeds where Optimism Fails
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Optimal Excess Risk Bounds for Empirical Risk Minimization on $p$-Norm Linear Regression
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
New Bounds for Hyperparameter Tuning of Regression Problems Across Instances
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Adversarially Robust Learning with Uncertain Perturbation Sets
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Analyzing Generalization of Neural Networks through Loss Path Kernels
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
On Proper Learnability between Average- and Worst-case Robustness
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Generalized equivalences between subsampling and ridge regularization
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
On the Variance, Admissibility, and Stability of Empirical Risk Minimization
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
The Pick-to-Learn Algorithm: Empowering Compression for Tight Generalization Bounds and Improved Post-training Performance
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
Hypothesis Selection with Memory Constraints
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
PAC Learning Linear Thresholds from Label Proportions
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Learning via Wasserstein-Based High Probability Generalisation Bounds
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
How many samples are needed to leverage smoothness?
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Replicable Clustering
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Online Clustering of Bandits with Misspecified User Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Online Ad Procurement in Non-stationary Autobidding Worlds
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Incentivized Communication for Federated Bandits
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Quantifying the Cost of Learning in Queueing Systems
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Riemannian Projection-free Online Learning
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Efficient Online Clustering with Moving Costs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Double Auctions with Two-sided Bandit Feedback
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Robust Lipschitz Bandits to Adversarial Corruptions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Adaptive Selective Sampling for Online Prediction with Experts
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
Nearest Neighbour with Bandit Feedback
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Likelihood Ratio Confidence Sets for Sequential Decision Making
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Cascading Contextual Assortment Bandits
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Optimal cross-learning for contextual bandits with unknown context distributions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Multi-Agent Learning with Heterogeneous Linear Contextual Bandits
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
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Slides]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Improving the Knowledge Gradient Algorithm
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Noise-Adaptive Thompson Sampling for Linear Contextual Bandits
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
AGD: an Auto-switchable Optimizer using Stepwise Gradient Difference for Preconditioning Matrix
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Nearly Tight Bounds For Differentially Private Multiway Cut
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Attention as Implicit Structural Inference
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Online Pricing for Multi-User Multi-Item Markets
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Replicability in Reinforcement Learning
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
A Spectral Theory of Neural Prediction and Alignment
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Language Models are Weak Learners
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Learning and Collusion in Multi-unit Auctions
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Structured Federated Learning through Clustered Additive Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Unsupervised Behavior Extraction via Random Intent Priors
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Single-Stage Visual Query Localization in Egocentric Videos
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Zero-shot causal learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Collaborative Score Distillation for Consistent Visual Editing
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Common Ground in Cooperative Communication
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
A Diffusion-Model of Joint Interactive Navigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Any-to-Any Generation via Composable Diffusion
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Group Robust Classification Without Any Group Information
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
A State Representation for Diminishing Rewards
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Robustness Guarantees for Adversarially Trained Neural Networks
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Dynamic Sparsity Is Channel-Level Sparsity Learner
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
FLSL: Feature-level Self-supervised Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
High Precision Causal Model Evaluation with Conditional Randomization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Near-Optimal $k$-Clustering in the Sliding Window Model
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
Train 'n Trade: Foundations of Parameter Markets
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Convex-Concave Zero-Sum Markov Stackelberg Games
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Cal-DETR: Calibrated Detection Transformer
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Poster]
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OpenReview]
