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Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
3D molecule generation by denoising voxel grids
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Full-Atom Protein Pocket Design via Iterative Refinement
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Predicting a Protein's Stability under a Million Mutations
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Self-Supervised Visual Acoustic Matching
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Deep Patch Visual Odometry
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Inner-Outer Aware Reconstruction Model for Monocular 3D Scene Reconstruction
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Decompose Novel into Known: Part Concept Learning For 3D Novel Class Discovery
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
What You See is What You Read? Improving Text-Image Alignment Evaluation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Rank-DETR for High Quality Object Detection
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Text Promptable Surgical Instrument Segmentation with Vision-Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
Structural Pruning for Diffusion Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
DiViNeT: 3D Reconstruction from Disparate Views using Neural Template Regularization
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
CoDet: Co-occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Binary Radiance Fields
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Non-Rigid Shape Registration via Deep Functional Maps Prior
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Self-Chained Image-Language Model for Video Localization and Question Answering
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
Depth-discriminative Metric Learning for Monocular 3D Object Detection
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Chatting Makes Perfect: Chat-based Image Retrieval
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
Segment Everything Everywhere All at Once
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Segment Anything in High Quality
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
BiMatting: Efficient Video Matting via Binarization
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
$p$-Poisson surface reconstruction in curl-free flow from point clouds
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
PyNeRF: Pyramidal Neural Radiance Fields
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Diversifying Spatial-Temporal Perception for Video Domain Generalization
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
GMSF: Global Matching Scene Flow
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
ClusterFomer: Clustering As A Universal Visual Learner
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
DiffUTE: Universal Text Editing Diffusion Model
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Quilt-1M: One Million Image-Text Pairs for Histopathology
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
3D-LLM: Injecting the 3D World into Large Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
Equivariant Single View Pose Prediction Via Induced and Restriction Representations
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Towards Distribution-Agnostic Generalized Category Discovery
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
UP-NeRF: Unconstrained Pose Prior-Free Neural Radiance Field
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
A Unified Conditional Framework for Diffusion-based Image Restoration
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Unsupervised Image Denoising with Score Function
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Continuous Parametric Optical Flow
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Towards Efficient and Accurate Winograd Convolution via Full Quantization
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
Puzzlefusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Towards Higher Ranks via Adversarial Weight Pruning
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Improving CLIP Training with Language Rewrites
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
A case for reframing automated medical image classification as segmentation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Active Reasoning in an Open-World Environment
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
MomentDiff: Generative Video Moment Retrieval from Random to Real
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
MarioGPT: Open-Ended Text2Level Generation through Large Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
ANPL: Towards Natural Programming with Interactive Decomposition
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
ARTree: A Deep Autoregressive Model for Phylogenetic Inference
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
BIOT: Biosignal Transformer for Cross-data Learning in the Wild
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
SpecTr: Fast Speculative Decoding via Optimal Transport
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Learning to Tokenize for Generative Retrieval
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Guiding Large Language Models via Directional Stimulus Prompting
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Language Models Meet World Models: Embodied Experiences Enhance Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
MotionGPT: Human Motion as a Foreign Language
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Can Language Models Solve Graph Problems in Natural Language?
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Paxion: Patching Action Knowledge in Video-Language Foundation Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Localized Symbolic Knowledge Distillation for Visual Commonsense Models
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
RECKONING: Reasoning through Dynamic Knowledge Encoding
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning
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Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Cognitive Model Discovery via Disentangled RNNs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Expressive probabilistic sampling in recurrent neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Explainable Brain Age Prediction using coVariance Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Low Tensor Rank Learning of Neural Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Brain encoding models based on multimodal transformers can transfer across language and vision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Separable Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Back-Modality: Leveraging Modal Transformation for Data Augmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Collaborative Learning via Prediction Consensus
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Sparse Parameterization for Epitomic Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
The geometry of hidden representations of large transformer models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
TART: A plug-and-play Transformer module for task-agnostic reasoning
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Learning Layer-wise Equivariances Automatically using Gradients
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Reusing Pretrained Models by Multi-linear Operators for Efficient Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
NCDL: A Framework for Deep Learning on non-Cartesian Lattices
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Model-enhanced Vector Index
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
An Inductive Bias for Tabular Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Distributed Inference and Fine-tuning of Large Language Models Over The Internet
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
ZipLM: Inference-Aware Structured Pruning of Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
BayesTune: Bayesian Sparse Deep Model Fine-tuning
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Fine-Tuning Language Models with Just Forward Passes
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Sparse Modular Activation for Efficient Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Enhancing Sharpness-Aware Optimization Through Variance Suppression
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Max-Margin Token Selection in Attention Mechanism
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
On Separate Normalization in Self-supervised Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
The emergence of clusters in self-attention dynamics
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Exposing Attention Glitches with Flip-Flop Language Modeling
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
Multiplication-Free Transformer Training via Piecewise Affine Operations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Encoding Human Behavior in Information Design through Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
REx: Data-Free Residual Quantization Error Expansion
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Empowering Convolutional Neural Nets with MetaSin Activation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
Lie Point Symmetry and Physics-Informed Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Joint Training of Deep Ensembles Fails Due to Learner Collusion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Learning to Reason and Memorize with Self-Notes
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Exploring Diverse In-Context Configurations for Image Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Large Language Models of Code Fail at Completing Code with Potential Bugs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Counterfactual Generation with Identifiability Guarantees
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Tree Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Textually Pretrained Speech Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Autodecoding Latent 3D Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Contrastive Sampling Chains in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Towards Consistent Video Editing with Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
Conditional Score Guidance for Text-Driven Image-to-Image Translation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
On Calibrating Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Why think step by step? Reasoning emerges from the locality of experience
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Likelihood-Based Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Towards Test-Time Refusals via Concept Negation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
Normalizing flow neural networks by JKO scheme
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Structured Neural Networks for Density Estimation and Causal Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Regularizing Neural Networks with Meta-Learning Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Mirror Diffusion Models for Constrained and Watermarked Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Parallel Sampling of Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Expressive Sign Equivariant Networks for Spectral Geometric Learning
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Provable Training for Graph Contrastive Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Probabilistic Invariant Learning with Randomized Linear Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Towards Self-Interpretable Graph-Level Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Simple and Asymmetric Graph Contrastive Learning without Augmentations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Graph Convolutional Kernel Machine versus Graph Convolutional Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Self-supervised Graph Neural Networks via Low-Rank Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Graph of Circuits with GNN for Exploring the Optimal Design Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Efficiently incorporating quintuple interactions into geometric deep learning force fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Does Graph Distillation See Like Vision Dataset Counterpart?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Efficient Equivariant Transfer Learning from Pretrained Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Test-Time Distribution Normalization for Contrastively Learned Visual-language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Riemannian Residual Neural Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Feature Selection in the Contrastive Analysis Setting
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Accessing Higher Dimensions for Unsupervised Word Translation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
LICO: Explainable Models with Language-Image COnsistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Evaluating Neuron Interpretation Methods of NLP Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Deep Recurrent Optimal Stopping
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Enhancing Adversarial Robustness via Score-Based Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Topological Parallax: A Geometric Specification for Deep Perception Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Fast Trainable Projection for Robust Fine-tuning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
On the Role of Randomization in Adversarially Robust Classification
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Distributionally Robust Ensemble of Lottery Tickets Towards Calibrated Sparse Network Training
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Batchnorm Allows Unsupervised Radial Attacks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Characterizing Out-of-Distribution Error via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Improving Robustness with Adaptive Weight Decay
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Improving Adversarial Transferability via Intermediate-level Perturbation Decay
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Adversarial Robustness through Random Weight Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Unlocking Deterministic Robustness Certification on ImageNet
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
RDumb: A simple approach that questions our progress in continual test-time adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Deep Insights into Noisy Pseudo Labeling on Graph Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
RevColV2: Exploring Disentangled Representations in Masked Image Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Perceptual Kalman Filters: Online State Estimation under a Perfect Perceptual-Quality Constraint
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Block-State Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Does a sparse ReLU network training problem always admit an optimum ?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Training Neural Networks is NP-Hard in Fixed Dimension
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Fixing the NTK: From Neural Network Linearizations to Exact Convex Programs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Identification of Nonlinear Latent Hierarchical Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Learning Nonparametric Latent Causal Graphs with Unknown Interventions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Causal Discovery in Semi-Stationary Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Causal Imitability Under Context-Specific Independence Relations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Data Augmentations for Improved (Large) Language Model Generalization
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Generalizing Nonlinear ICA Beyond Structural Sparsity
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Nonparametric Identifiability of Causal Representations from Unknown Interventions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Rehearsal Learning for Avoiding Undesired Future
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Gacs-Korner Common Information Variational Autoencoder
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Sequential Predictive Two-Sample and Independence Testing
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
AdANNS: A Framework for Adaptive Semantic Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
BanditPAM++: Faster $k$-medoids Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
On kernel-based statistical learning theory in the mean field limit
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
An Efficient Doubly-Robust Test for the Kernel Treatment Effect
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
CosNet: A Generalized Spectral Kernel Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
No-regret Algorithms for Fair Resource Allocation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Anytime Model Selection in Linear Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Transportability for Bandits with Data from Different Environments
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Maximum Average Randomly Sampled: A Scale Free and Non-parametric Algorithm for Stochastic Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Smoothed Online Learning for Prediction in Piecewise Affine Systems
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Rank-N-Contrast: Learning Continuous Representations for Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Temporally Disentangled Representation Learning under Unknown Nonstationarity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
Sequential Subset Matching for Dataset Distillation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Tight Bounds for Volumetric Spanners and Applications
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
DeepPCR: Parallelizing Sequential Operations in Neural Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Unbalanced Low-rank Optimal Transport Solvers
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
On the Size and Approximation Error of Distilled Datasets
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Anchor Data Augmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
The s-value: evaluating stability with respect to distributional shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Meta-Learning with Neural Bandit Scheduler
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
4M: Massively Multimodal Masked Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
Your representations are in the network: composable and parallel adaptation for large scale models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Federated Learning via Meta-Variational Dropout
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
RanPAC: Random Projections and Pre-trained Models for Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Federated Spectral Clustering via Secure Similarity Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Characterizing the Impacts of Semi-supervised Learning for Weak Supervision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Promises and Pitfalls of Threshold-based Auto-labeling
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Fully Dynamic $k$-Clustering in $\tilde O(k)$ Update Time
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimistic Meta-Gradients
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Contextual Stochastic Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Making Scalable Meta Learning Practical
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Bayesian Optimisation of Functions on Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Variational Annealing on Graphs for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
A Robust Exact Algorithm for the Euclidean Bipartite Matching Problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Structured Semidefinite Programming for Recovering Structured Preconditioners
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Local Convergence of Gradient Methods for Min-Max Games: Partial Curvature Generically Suffices
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
A Variational Perspective on High-Resolution ODEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Large-Scale Distributed Learning via Private On-Device LSH
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Correlation Aware Sparsified Mean Estimation Using Random Projection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Solving a Class of Non-Convex Minimax Optimization in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Efficient Activation Function Optimization through Surrogate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
A Unified Framework for Rank-based Loss Minimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Aiming towards the minimizers: fast convergence of SGD for overparametrized problems
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Convergence of Alternating Gradient Descent for Matrix Factorization
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Distributionally Robust Bayesian Optimization with $\varphi$-divergences
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Predict-then-Calibrate: A New Perspective of Robust Contextual LP
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
A Dynamical System View of Langevin-Based Non-Convex Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Quantum Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Batch Bayesian Optimization For Replicable Experimental Design
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Riemannian Laplace approximations for Bayesian neural networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Neural Sampling in Hierarchical Exponential-family Energy-based Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Implicit Manifold Gaussian Process Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Stochastic Approximation Algorithms for Systems of Interacting Particles
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Entropy-based Training Methods for Scalable Neural Implicit Samplers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Greedy Poisson Rejection Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
A Bayesian Take on Gaussian Process Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Implicit Variational Inference for High-Dimensional Posteriors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Latent SDEs on Homogeneous Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
A Heavy-Tailed Algebra for Probabilistic Programming
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
The Memory-Perturbation Equation: Understanding Model's Sensitivity to Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
On the Convergence of Black-Box Variational Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Natural Language Instruction-following with Task-related Language Development and Translation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
A Definition of Continual Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Learning non-Markovian Decision-Making from State-only Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Learning to Modulate pre-trained Models in RL
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
MoVie: Visual Model-Based Policy Adaptation for View Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Inverse Reinforcement Learning with the Average Reward Criterion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Context Shift Reduction for Offline Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
HIQL: Offline Goal-Conditioned RL with Latent States as Actions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Elastic Decision Transformer
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Cross-Episodic Curriculum for Transformer Agents
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Compositional Foundation Models for Hierarchical Planning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Large Language Models Are Semi-Parametric Reinforcement Learning Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Double Gumbel Q-Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
TD Convergence: An Optimization Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Multi-Agent First Order Constrained Optimization in Policy Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
On Imitation in Mean-field Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
EDGI: Equivariant Diffusion for Planning with Embodied Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Hybrid Search for Efficient Planning with Completeness Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Explain Any Concept: Segment Anything Meets Concept-Based Explanation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
LEACE: Perfect linear concept erasure in closed form
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Mass-Producing Failures of Multimodal Systems with Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
A Bayesian Approach To Analysing Training Data Attribution In Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
On the Robustness of Removal-Based Feature Attributions
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Auditing for Human Expertise
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Strategic Behavior in Two-sided Matching Markets with Prediction-enhanced Preference-formation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Cookie Consent Has Disparate Impact on Estimation Accuracy
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Optimal and Fair Encouragement Policy Evaluation and Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
On Measuring Fairness in Generative Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Group Fairness in Peer Review
[
Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Incentives in Private Collaborative Machine Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Fair Canonical Correlation Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Have it your way: Individualized Privacy Assignment for DP-SGD
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
On the Gini-impurity Preservation For Privacy Random Forests
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Data Minimization at Inference Time
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
A Randomized Approach to Tight Privacy Accounting
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Optimal Unbiased Randomizers for Regression with Label Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
$k$-Means Clustering with Distance-Based Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Model Shapley: Equitable Model Valuation with Black-box Access
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
BERT Lost Patience Won't Be Robust to Adversarial Slowdown
[
Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Connecting Certified and Adversarial Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Beyond Confidence: Reliable Models Should Also Consider Atypicality
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
IBA: Towards Irreversible Backdoor Attacks in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Robust and Actively Secure Serverless Collaborative Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Conformal Prediction Sets for Ordinal Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Expert load matters: operating networks at high accuracy and low manual effort
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Equal Opportunity of Coverage in Fair Regression
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Tools for Verifying Neural Models' Training Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
VRA: Variational Rectified Activation for Out-of-distribution Detection
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Safety Verification of Decision-Tree Policies in Continuous Time
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Dynamic Personalized Federated Learning with Adaptive Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Max-Sliced Mutual Information
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Nonparametric Teaching for Multiple Learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
Active representation learning for general task space with applications in robotics
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Sample Complexity of Forecast Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Delegated Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Strategic Apple Tasting
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
A Scalable Neural Network for DSIC Affine Maximizer Auction Design
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Anonymous and Copy-Robust Delegations for Liquid Democracy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
The Distortion of Binomial Voting Defies Expectation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
On Learning Latent Models with Multi-Instance Weak Supervision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Uniform Convergence with Square-Root Lipschitz Loss
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Attacks on Online Learners: a Teacher-Student Analysis
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
On the Learnability of Multilabel Ranking
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Toward Understanding Generative Data Augmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
On Generalization Bounds for Projective Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Sharp Recovery Thresholds of Tensor PCA Spectral Algorithms
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
Structured Prediction with Stronger Consistency Guarantees
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
On the Role of Entanglement and Statistics in Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Demystifying Softmax Gating Function in Gaussian Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Nearly Optimal Bounds for Cyclic Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
On the Convergence of CART under Sufficient Impurity Decrease Condition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Learning From Biased Soft Labels
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Implicit Regularization in Over-Parameterized Support Vector Machine
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Learning Trajectories are Generalization Indicators
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Federated Linear Bandits with Finite Adversarial Actions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Tracking Most Significant Shifts in Nonparametric Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Bandit Social Learning under Myopic Behavior
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Regret Minimization via Saddle Point Optimization
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Sorting with Predictions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Accelerating Value Iteration with Anchoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Loss Dynamics of Temporal Difference Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Bayesian Risk-Averse Q-Learning with Streaming Observations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Agnostic Multi-Group Active Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Online Control for Meta-optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Language Is Not All You Need: Aligning Perception with Language Models
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Epistemic Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Dense-Exponential Random Features: Sharp Positive Estimators of the Gaussian Kernel
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Nonparametric Boundary Geometry in Physics Informed Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
White-Box Transformers via Sparse Rate Reduction
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
LOVM: Language-Only Vision Model Selection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Characterization of Overfitting in Robust Multiclass Classification
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Deep Fractional Fourier Transform
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
NAP: Neural 3D Articulated Object Prior
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Learning Regularized Monotone Graphon Mean-Field Games
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
PROTES: Probabilistic Optimization with Tensor Sampling
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Learning Universal Policies via Text-Guided Video Generation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
GEQ: Gaussian Kernel Inspired Equilibrium Models
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
One-Step Diffusion Distillation via Deep Equilibrium Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
MIM4DD: Mutual Information Maximization for Dataset Distillation
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Experiment Planning with Function Approximation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
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OpenReview]