Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

Chattopadhay, Aditya; Sarkar, Anirban; Howlader, Prantik; Balasubramanian, Vineeth N

doi:10.1109/wacv.2018.00097

Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

Over the last decade, Convolutional Neural Network (CNN) models have been highly successful in solving complex vision based problems. However, deep models are perceived as "black box" methods considering the lack of understanding of their internal functioning. There has been a significant recent …