Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning

Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim. Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning. In Simone D. J. Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, Steven Mark Drucker, Julie R. Williamson, Koji Yatani, editors, CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022 - 5 May 2022. ACM, 2022. [doi]

Abstract

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