RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks

Alberto Marchisio, Antonio De Marco, Alessio Colucci +2

Capsule Networks (CapsNets) are able to hierarchically preserve the pose relationships between multiple objects for image classification tasks. Other than achieving high accuracy,…