3DB: A Framework for Debugging Computer Vision Models

Guillaume Leclerc, Hadi Salman, Andrew Ilyas, Sai Vemprala, Logan Engstrom, Vibhav Vineet, Kai Yuanqing Xiao, Pengchuan Zhang, Shibani Santurkar, Greg Yang, Ashish Kapoor, Aleksander Madry. 3DB: A Framework for Debugging Computer Vision Models. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Authors

Guillaume Leclerc

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Hadi Salman

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Andrew Ilyas

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Sai Vemprala

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Logan Engstrom

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Vibhav Vineet

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Kai Yuanqing Xiao

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Pengchuan Zhang

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Shibani Santurkar

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Greg Yang

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Ashish Kapoor

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Aleksander Madry

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