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Viraj Prabhu

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We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline

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Feb 06, 2024
Simar Kareer, Vivek Vijaykumar, Harsh Maheshwari, Prithvijit Chattopadhyay, Judy Hoffman, Viraj Prabhu

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AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images

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Dec 19, 2023
Prithvijit Chattopadhyay, Bharat Goyal, Boglarka Ecsedi, Viraj Prabhu, Judy Hoffman

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

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Nov 20, 2023
Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Gordon Wilson, Tom Goldstein

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FACTS: First Amplify Correlations and Then Slice to Discover Bias

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Sep 29, 2023
Sriram Yenamandra, Pratik Ramesh, Viraj Prabhu, Judy Hoffman

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ICON$^2$: Reliably Benchmarking Predictive Inequity in Object Detection

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Jun 07, 2023
Sruthi Sudhakar, Viraj Prabhu, Olga Russakovsky, Judy Hoffman

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

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May 30, 2023
Viraj Prabhu, Sriram Yenamandra, Prithvijit Chattopadhyay, Judy Hoffman

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Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting

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Feb 09, 2023
Viraj Prabhu, David Acuna, Andrew Liao, Rafid Mahmood, Marc T. Law, Judy Hoffman, Sanja Fidler, James Lucas

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Mitigating Bias in Visual Transformers via Targeted Alignment

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Feb 08, 2023
Sruthi Sudhakar, Viraj Prabhu, Arvindkumar Krishnakumar, Judy Hoffman

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

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Jun 16, 2022
Viraj Prabhu, Sriram Yenamandra, Aaditya Singh, Judy Hoffman

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Can domain adaptation make object recognition work for everyone?

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Apr 23, 2022
Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik

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