Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations

Dan Valle, Tiago Pimentel, Adriano Veloso

The interest in complex deep neural networks for computer vision applications is increasing. This leads to the need for improving the interpretable capabilities of these models. Re…