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Kevin Xia

2 accepted papers

2022

Causal Transportability for Visual Recognition

CVPR 2022poster

Visual representations underlie object recognition tasks, but they often contain both robust and non-robust features. Our main observation is that image classifiers may perform poorly on out-of-distribution samples because spurious correlations between non-robust features and labels can be changed i…

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