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Judy Hoffman

48 papers · 2013–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (77) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (13) πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (100) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ’Ž Century Club (48) πŸ”₯ Unstoppable (13) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (170)

Conferences

ICCV (13) CVPR (10) NIPS (10) ICLR (5) ECCV (3) ICML (3) WACV (2) CORL (1) JMLR (1)

Top co-authors

Trevor Darrell (13) Kate Saenko (12) Prithvijit Chattopadhyay (8) Daniel Bolya (7) Viraj Prabhu (6) Eric Tzeng (5) Jeff Donahue (3) George Stoica (3) Jitendra Malik (3) Christoph Feichtenhofer (3)

Keywords

transfer learning (14) domain adaptation (11) object detection (7) domain generalization (5) representation learning (5) self-supervised learning (4) convolutional neural network (4) semantic segmentation (3) semi-supervised learning (3) multiple instance learning (2) multimodal learning (2) bias detection (2) image classification (2) visual navigation (2) distribution shift (2) vision transformer (2) weakly supervised learning (2) feature extraction (2) computer vision (2) data augmentation (2)

Papers

Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025
Contrastive Flow Matching ICCV 2025
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025
Model merging with SVD to tie the Knots ICLR 2025
ZipIt! Merging Models from Different Tasks without Training ICLR 2024
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding ECCV 2024
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors NIPS 2024
Window Attention is Bugged: How not to Interpolate Position Embeddings ICLR 2024
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images ICLR 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024
FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles ICML 2023
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation WACV 2023
Token Merging: Your ViT But Faster ICLR 2023
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization ICCV 2023
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images NIPS 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts ICCV 2023
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency NIPS 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NIPS 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier CVPR 2022
Temporal Action Detection With Multi-Level Supervision ICCV 2021
Scalable Diverse Model Selection for Accessible Transfer Learning NIPS 2021
Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings ICCV 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ICCV 2021
Representation Learning Through Latent Canonicalizations WACV 2021
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization ECCV 2020
Auxiliary Task Reweighting for Minimum-data Learning NIPS 2020
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents CORL 2020
TIDE: A General Toolbox for Identifying Object Detection Errors ECCV 2020
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation ICCV 2019
CyCADA: Cycle-Consistent Adversarial Domain Adaptation ICML 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
Inferring and Executing Programs for Visual Reasoning ICCV 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Adversarial Discriminative Domain Adaptation CVPR 2017
Fine-Grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach ICCV 2017
Cross Modal Distillation for Supervision Transfer CVPR 2016
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016
Learning With Side Information Through Modality Hallucination CVPR 2016
Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning CVPR 2015
Spatial Semantic Regularisation for Large Scale Object Detection ICCV 2015
Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015
LSDA: Large Scale Detection through Adaptation NIPS 2014
Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014
Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013