Providing Error Detection for Deep Learning Image Classifiers Using Self-Explainability

Mohammad Mahdi Karimi, Azin Heidarshenas, William W. Edmonson

This paper proposes a self-explainable Deep Learning (SE-DL) system for an image classification problem that performs self-error detection. The self-error detection is key to impro…