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Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Sample-efficient Multi-objective Molecular Optimization with GFlowNets
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Uncovering Neural Scaling Laws in Molecular Representation Learning
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Graph Denoising Diffusion for Inverse Protein Folding
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Lo-Hi: Practical ML Drug Discovery Benchmark
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
GAUCHE: A Library for Gaussian Processes in Chemistry
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
ProteinShake: Building datasets and benchmarks for deep learning on protein structures
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series
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Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Image Captioners Are Scalable Vision Learners Too
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
GEO-Bench: Toward Foundation Models for Earth Monitoring
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Estimating Generic 3D Room Structures from 2D Annotations
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Humans in Kitchens: A Dataset for Multi-Person Human Motion Forecasting with Scene Context
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
TOA: Task-oriented Active VQA
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Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Described Object Detection: Liberating Object Detection with Flexible Expressions
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Training Your Image Restoration Network Better with Random Weight Network as Optimization Function
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Auslan-Daily: Australian Sign Language Translation for Daily Communication and News
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
SODA: Robust Training of Test-Time Data Adaptors
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
MiliPoint: A Point Cloud Dataset for mmWave Radar
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
Scalable 3D Captioning with Pretrained Models
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Visual Programming for Step-by-Step Text-to-Image Generation and Evaluation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
D$^2$CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
OBJECT 3DIT: Language-guided 3D-aware Image Editing
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
TransHP: Image Classification with Hierarchical Prompting
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Temporal Continual Learning with Prior Compensation for Human Motion Prediction
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
VidChapters-7M: Video Chapters at Scale
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
Perception Test: A Diagnostic Benchmark for Multimodal Video Models
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
Real-World Image Variation by Aligning Diffusion Inversion Chain
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Objaverse-XL: A Universe of 10M+ 3D Objects
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Diverse Shape Completion via Style Modulated Generative Adversarial Networks
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Compact Neural Volumetric Video Representations with Dynamic Codebooks
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
EPIC Fields: Marrying 3D Geometry and Video Understanding
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Learning Human Action Recognition Representations Without Real Humans
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
OV-PARTS: Towards Open-Vocabulary Part Segmentation
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
UDC-SIT: A Real-World Dataset for Under-Display Cameras
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
A Dataset of Relighted 3D Interacting Hands
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Emergent Communication in Interactive Sketch Question Answering
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
Learning to Taste: A Multimodal Wine Dataset
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
Language-driven Scene Synthesis using Multi-conditional Diffusion Model
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
The Drunkard’s Odometry: Estimating Camera Motion in Deforming Scenes
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
EgoTracks: A Long-term Egocentric Visual Object Tracking Dataset
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
trajdata: A Unified Interface to Multiple Human Trajectory Datasets
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
AndroidInTheWild: A Large-Scale Dataset For Android Device Control
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
OpenProteinSet: Training data for structural biology at scale
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Pairwise GUI Dataset Construction Between Android Phones and Tablets
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Parallel-mentoring for Offline Model-based Optimization
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
MVDoppler: Unleashing the Power of Multi-View Doppler for MicroMotion-based Gait Classification
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Suggesting Variable Order for Cylindrical Algebraic Decomposition via Reinforcement Learning
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
DISCO-10M: A Large-Scale Music Dataset
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
How to Data in Datathons
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Lending Interaction Wings to Recommender Systems with Conversational Agents
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Into the Single Cell Multiverse: an End-to-End Dataset for Procedural Knowledge Extraction in Biomedical Texts
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Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Deep Momentum Multi-Marginal Schrödinger Bridge
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Intelligent Knee Sleeves: A Real-time Multimodal Dataset for 3D Lower Body Motion Estimation Using Smart Textile
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Alexa Arena: A User-Centric Interactive Platform for Embodied AI
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
FELM: Benchmarking Factuality Evaluation of Large Language Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Reflexion: language agents with verbal reinforcement learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Mind2Web: Towards a Generalist Agent for the Web
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
MultiVENT: Multilingual Videos of Events and Aligned Natural Text
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
A Massive Scale Semantic Similarity Dataset of Historical English
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Beyond MLE: Convex Learning for Text Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Self-Refine: Iterative Refinement with Self-Feedback
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Benchmarking Foundation Models with Language-Model-as-an-Examiner
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Interactive Visual Reasoning under Uncertainty
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Understanding Social Reasoning in Language Models with Language Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
The ToMCAT Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Curriculum Learning With Infant Egocentric Videos
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Adaptive whitening with fast gain modulation and slow synaptic plasticity
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
A Unified, Scalable Framework for Neural Population Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
A generative model of the hippocampal formation trained with theta driven local learning rules
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Hyper-HMM: aligning human brains and semantic features in a common latent event space
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
A Bounded Ability Estimation for Computerized Adaptive Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
RoboHive: A Unified Framework for Robot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
The Waymo Open Sim Agents Challenge
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
HOH: Markerless Multimodal Human-Object-Human Handover Dataset with Large Object Count
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
A Dataset for Analyzing Streaming Media Performance over HTTP/3 Browsers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Data Pruning via Moving-one-Sample-out
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Scientific Document Retrieval using Multi-level Aspect-based Queries
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
D4: Improving LLM Pretraining via Document De-Duplication and Diversification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Data Portraits: Recording Foundation Model Training Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
The Tunnel Effect: Building Data Representations in Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Residual Alignment: Uncovering the Mechanisms of Residual Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
ADGym: Design Choices for Deep Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Algorithm Selection for Deep Active Learning with Imbalanced Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
A Comprehensive Benchmark for Neural Human Radiance Fields
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Grounding Neural Inference with Satisfiability Modulo Theories
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Sampling weights of deep neural networks
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
$S^3$: Increasing GPU Utilization during Generative Inference for Higher Throughput
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Stable and low-precision training for large-scale vision-language models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Dynamically Masked Discriminator for GANs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Revisiting the Evaluation of Image Synthesis with GANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
GenEval: An object-focused framework for evaluating text-to-image alignment
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Compositional Sculpting of Iterative Generative Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Stable Diffusion is Unstable
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
Extremal Domain Translation with Neural Optimal Transport
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Trans-Dimensional Generative Modeling via Jump Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
OpenAGI: When LLM Meets Domain Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Canonical normalizing flows for manifold learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Restart Sampling for Improving Generative Processes
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
High-dimensional Asymptotics of Denoising Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Star-Shaped Denoising Diffusion Probabilistic Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Expressivity-Preserving GNN Simulation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
The expressive power of pooling in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Latent Graph Inference with Limited Supervision
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Towards Better Dynamic Graph Learning: New Architecture and Unified Library
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Optimality of Message-Passing Architectures for Sparse Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Improving Self-supervised Molecular Representation Learning using Persistent Homology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Neural Algorithmic Reasoning Without Intermediate Supervision
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
PlanE: Representation Learning over Planar Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Tailoring Self-Attention for Graph via Rooted Subtrees
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Balanced Training for Sparse GANs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Human-Guided Complexity-Controlled Abstractions
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Exploring Geometry of Blind Spots in Vision models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Revisiting Adversarial Robustness Distillation from the Perspective of Robust Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Benchmarking Distribution Shift in Tabular Data with TableShift
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
On Evaluating Adversarial Robustness of Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Benchmarking Robustness to Adversarial Image Obfuscations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Revealing the unseen: Benchmarking video action recognition under occlusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
QuadAttac$K$: A Quadratic Programming Approach to Learning Ordered Top-$K$ Adversarial Attacks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Contextually Affinitive Neighborhood Refinery for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Siamese Masked Autoencoders
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Self-supervised video pretraining yields robust and more human-aligned visual representations
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Implicit variance regularization in non-contrastive SSL
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Deep Equilibrium Based Neural Operators for Steady-State PDEs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
What can a Single Attention Layer Learn? A Study Through the Random Features Lens
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Learning a Neuron by a Shallow ReLU Network: Dynamics and Implicit Bias for Correlated Inputs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Learning a 1-layer conditional generative model in total variation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Optimal approximation using complex-valued neural networks
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
A Logic for Expressing Log-Precision Transformers
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Optimal Treatment Regimes for Proximal Causal Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Unpaired Multi-Domain Causal Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Characterization and Learning of Causal Graphs with Small Conditioning Sets
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Do Not Marginalize Mechanisms, Rather Consolidate!
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Generator Identification for Linear SDEs with Additive and Multiplicative Noise
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
Learning Causal Models under Independent Changes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Toolbox for Multimodal Learn (scikit-multimodallearn)
[
JMLR]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
A benchmark of categorical encoders for binary classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
AQuA: A Benchmarking Tool for Label Quality Assessment
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Kernelized Cumulants: Beyond Kernel Mean Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Sharp Calibrated Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Achieving Cross Modal Generalization with Multimodal Unified Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Uncovering Meanings of Embeddings via Partial Orthogonality
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
QuIP: 2-Bit Quantization of Large Language Models With Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Are Emergent Abilities of Large Language Models a Mirage?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Retrieval-Augmented Multiple Instance Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Does progress on ImageNet transfer to real-world datasets?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Practical Equivariances via Relational Conditional Neural Processes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Focus Your Attention when Few-Shot Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
[
JMLR]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Meta-in-context learning in large language models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Recasting Continual Learning as Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
TIES-Merging: Resolving Interference When Merging Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Secure Out-of-Distribution Task Generalization with Energy-Based Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Data Selection for Language Models via Importance Resampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Online Constrained Meta-Learning: Provable Guarantees for Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
InstanT: Semi-supervised Learning with Instance-dependent Thresholds
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Unsupervised Semantic Correspondence Using Stable Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Operation-Level Early Stopping for Robustifying Differentiable NAS
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Accelerated Quasi-Newton Proximal Extragradient: Faster Rate for Smooth Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Towards Personalized Federated Learning via Heterogeneous Model Reassembly
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Federated Compositional Deep AUC Maximization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Mechanic: A Learning Rate Tuner
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
FAMO: Fast Adaptive Multitask Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Closing the gap between the upper bound and lower bound of Adam's iteration complexity
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Personalized Dictionary Learning for Heterogeneous Datasets
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Convergence of Adam Under Relaxed Assumptions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Outlier-Robust Wasserstein DRO
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Knowledge Distillation Performs Partial Variance Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Robust Bayesian Satisficing
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Generalized Information-theoretic Multi-view Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Physics-Informed Bayesian Optimization of Variational Quantum Circuits
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Conditional score-based diffusion models for Bayesian inference in infinite dimensions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
ContinuAR: Continuous Autoregression For Infinite-Fidelity Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Credal Marginal MAP
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Quasi-Monte Carlo Graph Random Features
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Stein $\Pi$-Importance Sampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Semantic HELM: A Human-Readable Memory for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Katakomba: Tools and Benchmarks for Data-Driven NetHack
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Survival Instinct in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
CEIL: Generalized Contextual Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Combinatorial Optimization with Policy Adaptation using Latent Space Search
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Generalized Weighted Path Consistency for Mastering Atari Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Small batch deep reinforcement learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Self-Supervised Reinforcement Learning that Transfers using Random Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
NetHack is Hard to Hack
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Ignorance is Bliss: Robust Control via Information Gating
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
CQM: Curriculum Reinforcement Learning with a Quantized World Model
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Rewiring Neurons in Non-Stationary Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
OFCOURSE: A Multi-Agent Reinforcement Learning Environment for Order Fulfillment
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
A Robust and Opponent-Aware League Training Method for StarCraft II
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Hierarchical Multi-Agent Skill Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
GEX: A flexible method for approximating influence via Geometric Ensemble
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Robust Data Valuation with Weighted Banzhaf Values
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Tracr: Compiled Transformers as a Laboratory for Interpretability
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
[Re] FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Error Discovery By Clustering Influence Embeddings
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
DICES Dataset: Diversity in Conversational AI Evaluation for Safety
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Fair Graph Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Dream the Impossible: Outlier Imagination with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
Doubly Constrained Fair Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Scalable Fair Influence Maximization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Into the LAION’s Den: Investigating Hate in Multimodal Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
What Can We Learn from Unlearnable Datasets?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Sparsity-Preserving Differentially Private Training of Large Embedding Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
(Amplified) Banded Matrix Factorization: A unified approach to private training
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Understanding Deep Gradient Leakage via Inversion Influence Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Counting Distinct Elements Under Person-Level Differential Privacy
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Diverse Community Data for Benchmarking Data Privacy Algorithms
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Proximity-Informed Calibration for Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
D-Separation for Causal Self-Explanation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Static and Sequential Malicious Attacks in the Context of Selective Forgetting
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Automated Classification of Model Errors on ImageNet
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
VisAlign: Dataset for Measuring the Alignment between AI and Humans in Visual Perception
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Understanding the detrimental class-level effects of data augmentation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Jailbroken: How Does LLM Safety Training Fail?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Multi-scale Diffusion Denoised Smoothing
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Active Learning for Semantic Segmentation with Multi-class Label Query
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
MADG: Margin-based Adversarial Learning for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Fitting trees to $\ell_1$-hyperbolic distances
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Exponential Lower Bounds for Fictitious Play in Potential Games
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Mechanism Design for Collaborative Normal Mean Estimation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium - Except When They Do
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Calibrating “Cheap Signals” in Peer Review without a Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Tester-Learners for Halfspaces: Universal Algorithms
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Provable benefits of score matching
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Collaboratively Learning Linear Models with Structured Missing Data
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
New Complexity-Theoretic Frontiers of Tractability for Neural Network Training
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Random Cuts are Optimal for Explainable k-Medians
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Adversarial Resilience in Sequential Prediction via Abstention
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
The Bayesian Stability Zoo
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Adaptive Linear Estimating Equations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Adaptive Algorithms for Relaxed Pareto Set Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Online Corrupted User Detection and Regret Minimization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Covariance-adaptive best arm identification
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Online List Labeling with Predictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Replicable Reinforcement Learning
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Bridging RL Theory and Practice with the Effective Horizon
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling and Beyond
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Is RLHF More Difficult than Standard RL? A Theoretical Perspective
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
[Re] On the Reproducibility of CartoonX
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
[Re] Fairness Guarantees under Demographic Shift
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
On the Importance of Exploration for Generalization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
FedNAR: Federated Optimization with Normalized Annealing Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
When Do Neural Nets Outperform Boosted Trees on Tabular Data?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Reproducibility Study of “Quantifying Societal Bias Amplification in Image Captioning”
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Reproducibility Study of ”Label-Free Explainability for Unsupervised Models”
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Weakly-Supervised Audio-Visual Segmentation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
[Re] CrossWalk: Fairness-enhanced Node Representation Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Color Equivariant Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Easy Bayesian Transfer Learning with Informative Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Granger Components Analysis: Unsupervised learning of latent temporal dependencies
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
MLFMF: Data Sets for Machine Learning for Mathematical Formalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Online robust non-stationary estimation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
$\mathcal{M}^4$: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
[Re] Numerical influence of ReLU'(0) on backpropagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Optimized Covariance Design for AB Test on Social Network under Interference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
[Re] Bandit Theory and Thompson Sampling-guided Directed Evolution for Sequence Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Structured Voronoi Sampling
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Generating QM1B with PySCF$_{\text{IPU}}$
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Scalable Membership Inference Attacks via Quantile Regression
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Thin and deep Gaussian processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
[Re] Variational Neural Cellular Automata
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
[Re] End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
[Re] On Explainability of Graph Neural Networks via Subgraph Explorations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Evaluating Open-QA Evaluation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
RealTime QA: What's the Answer Right Now?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
[Re] $\mathcal{G}$-Mixup: Graph Data Augmentation for Graph Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Spatial-frequency channels, shape bias, and adversarial robustness
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds
[
JMLR]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
RELIC: Reproducibility and Extension on LIC metric in quantifying bias in captioning models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
ReDS: Offline RL With Heteroskedastic Datasets via Support Constraints
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
[Re] Pure Noise to the Rescue of Insufficient Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Reproducibility study of the Fairness-enhanced Node Representation Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
[Re] On the Reproducibility of “FairCal: Fairness Calibration for Face Verification”
[
Poster]
[
OpenReview]
