TraNCE: Transformative Non-linear Concept Explainer for CNNs

Ugochukwu Ejike Akpudo, Yongsheng Gao, Jun Zhou +1

Convolutional neural networks (CNNs) have succeeded remarkably in various computer vision tasks. However, they are not intrinsically explainable. While the feature-level understand…