Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning
Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim
Abstract
Trabajo presentado en la CHI Conference on Human Factors in Computing Systems, celebrada en New Orleans, LA (Estados Unidos), del 29 de abril al 5 de mayo de 2022
Topics & Concepts
HelpfulnessComputer scienceArtificial intelligenceTask (project management)Mean squared prediction errorComputer visionMachine learningPattern recognition (psychology)PsychologySocial psychologyEconomicsManagementExplainable Artificial Intelligence (XAI)Advanced Neural Network ApplicationsAdversarial Robustness in Machine Learning