Judy Hoffman

papers

2,109

total citations

papers (25)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

CVPR 2024arXiv

343

citations

TIDE: A General Toolbox for Identifying Object Detection Errors

ECCV 2020arXiv

253

citations

ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings

NEURIPS 2022arXiv

250

citations

Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

ECCV 2020arXiv

227

citations

ZipIt! Merging Models from Different Tasks without Training

ICLR 2024arXiv

167

citations

Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings

ICCV 2021arXiv

156

citations

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

ICCV 2021arXiv

152

citations

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

NEURIPS 2023arXiv

100

citations

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

ICCV 2021arXiv

citations

Model merging with SVD to tie the Knots

ICLR 2025arXiv

citations

LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images

NEURIPS 2023arXiv

citations

Scalable Diverse Model Selection for Accessible Transfer Learning

NEURIPS 2021arXiv

citations

PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization

ICCV 2023arXiv

citations

Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency

NEURIPS 2022arXiv

citations

VisCUIT: Visual Auditor for Bias in CNN Image Classifier

CVPR 2022arXiv

citations

Contrastive Flow Matching

ICCV 2025arXiv

citations

SkyScenes: A Synthetic Dataset for Aerial Scene Understanding

ECCV 2024arXiv

citations

EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data

NEURIPS 2025arXiv

citations

Benchmarking Low-Shot Robustness to Natural Distribution Shifts

ICCV 2023arXiv

citations

Improving Personalized Search with Regularized Low-Rank Parameter Updates

CVPR 2025arXiv

citations

Judy Hoffman

papers (25)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

TIDE: A General Toolbox for Identifying Object Detection Errors

ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings

Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

ZipIt! Merging Models from Different Tasks without Training

Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Model merging with SVD to tie the Knots

LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images

Scalable Diverse Model Selection for Accessible Transfer Learning

PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization

Auxiliary Task Reweighting for Minimum-data Learning

FACTS: First Amplify Correlations and Then Slice to Discover Bias

Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders

Window Attention is Bugged: How not to Interpolate Position Embeddings

Temporal Action Detection With Multi-Level Supervision

Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency

VisCUIT: Visual Auditor for Bias in CNN Image Classifier

Contrastive Flow Matching

SkyScenes: A Synthetic Dataset for Aerial Scene Understanding

EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data

Benchmarking Low-Shot Robustness to Natural Distribution Shifts

Improving Personalized Search with Regularized Low-Rank Parameter Updates

papers (25)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

TIDE: A General Toolbox for Identifying Object Detection Errors

ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings

Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

ZipIt! Merging Models from Different Tasks without Training

Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Model merging with SVD to tie the Knots

LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images

Scalable Diverse Model Selection for Accessible Transfer Learning

PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization

Auxiliary Task Reweighting for Minimum-data Learning

FACTS: First Amplify Correlations and Then Slice to Discover Bias

Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders

Window Attention is Bugged: How not to Interpolate Position Embeddings

Temporal Action Detection With Multi-Level Supervision

Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency

VisCUIT: Visual Auditor for Bias in CNN Image Classifier

Contrastive Flow Matching

SkyScenes: A Synthetic Dataset for Aerial Scene Understanding

EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data

Benchmarking Low-Shot Robustness to Natural Distribution Shifts

Improving Personalized Search with Regularized Low-Rank Parameter Updates