Deeply explain CNN via hierarchical decomposition

In computer vision, some attribution methods for explaining CNNs attempt to study how the intermediate features affect network prediction. However, they usually ignore the feature hierarchies among the intermediate features. This paper introduces a hierarchical decomposition framework to explain CNN...

Повний опис

Бібліографічні деталі
Автори: Cheng, M-M, Jiang, P-T, Han, L-H, Wang, L, Torr, P
Формат: Journal article
Мова:English
Опубліковано: Springer 2023