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Judy Hoffman

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UDIS: Unsupervised Discovery of Bias in Deep Visual Recognition Models

Oct 29, 2021
Arvindkumar Krishnakumar, Viraj Prabhu, Sruthi Sudhakar, Judy Hoffman

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S4T: Source-free domain adaptation for semantic segmentation via self-supervised selective self-training

Jul 21, 2021
Viraj Prabhu, Shivam Khare, Deeksha Kartik, Judy Hoffman

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RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Jun 08, 2021
Prithvijit Chattopadhyay, Judy Hoffman, Roozbeh Mottaghi, Aniruddha Kembhavi

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

Dec 21, 2020
Viraj Prabhu, Shivam Khare, Deeksha Kartik, Judy Hoffman

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Temporal Action Detection with Multi-level Supervision

Nov 24, 2020
Baifeng Shi, Qi Dai, Judy Hoffman, Kate Saenko, Trevor Darrell, Huijuan Xu

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Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings

Oct 16, 2020
Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko, Judy Hoffman

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Auxiliary Task Reweighting for Minimum-data Learning

Oct 16, 2020
Baifeng Shi, Judy Hoffman, Kate Saenko, Trevor Darrell, Huijuan Xu

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Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents

Sep 07, 2020
Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh

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TIDE: A General Toolbox for Identifying Object Detection Errors

Aug 31, 2020
Daniel Bolya, Sean Foley, James Hays, Judy Hoffman

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

Aug 28, 2020
Prithvijit Chattopadhyay, Yogesh Balaji, Judy Hoffman

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