MorphoSHAP: Rethinking the Unit of Attribution in Explanation for Deep Visual Models

Anirudh Prabhakaran, Alexandre Rocchi, Gianni Franchi

Visual attribution methods typically explain predictions using pixels, superpixels, or regular patches. These representations can localize important regions, but provide limited in…