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6 Results
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Poster
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Thu 14:00 |
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis Roxana Daneshjou · Mert Yuksekgonul · Zhuo Ran Cai · Roberto Novoa · James Zou |
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Poster
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Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective Ruofan Liu · Yun Lin · XIANGLIN YANG · Jin Song Dong |
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Poster
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Tue 9:00 |
3DB: A Framework for Debugging Computer Vision Models Guillaume Leclerc · Hadi Salman · Andrew Ilyas · Sai Vemprala · Logan Engstrom · Vibhav Vineet · Kai Xiao · Pengchuan Zhang · Shibani Santurkar · Greg Yang · Ashish Kapoor · Aleksander Madry |
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Poster
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Tue 9:00 |
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples Maura Pintor · Luca Demetrio · Angelo Sotgiu · Ambra Demontis · Nicholas Carlini · Battista Biggio · Fabio Roli |
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Poster
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Thu 14:00 |
Repairing Neural Networks by Leaving the Right Past Behind Ryutaro Tanno · Melanie F. Pradier · Aditya Nori · Yingzhen Li |
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Affinity Workshop
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Model Understanding and Debugging at The Level of Subpopulation Jun Yuan |