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

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 heatmap of feature attributions, but it suffers from noise in distinguishing important features. In this paper, we propos...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Xu, Rui, Qin, Wenkang, Huang, Peixiang, Wang, Hao, Luo, Lin
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!