SCAAT: Improving Neural Network Interpretability via Saliency Constrained Adaptive Adversarial Training

Rui Xu, Wenkang Qin, Peixiang Huang +2

Deep Neural Networks (DNNs) are expected to provide explanation for users to understand their black-box predictions. Saliency map is a common form of explanation illustrating the h…