ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]

Hamed Ayoobi, Nico Potyka, Francesca Toni

We propose ProtoArgNet, a novel interpretable deep neural architecture for image classification in the spirit of prototypical-part-learning as found, e.g., in ProtoPNet. While earl…