Post-hoc Self-explanation of CNNs

Ahcène Boubekki, Line H. Clemmensen

Although standard Convolutional Neural Networks (CNNs) can be mathematically reinterpreted as Self-Explainable Models (SEMs), their built-in prototypes do not on their own accurate…