Assessing the Noise Robustness of Class Activation Maps: A Framework for Reliable Model Interpretability

Syamantak Sarkar, Revoti P. Bora, Bhupender Kaushal +2

Class Activation Maps (CAMs) are one of the important methods for visualizing regions used by deep learning models. Yet their robustness to different noise remains underexplored. I…