Learning Interpretable Concept Groups in CNNs

Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen +4

We propose a novel training methodology -- Concept Group Learning (CGL) -- that encourages training of interpretable CNN filters by partitioning filters in each layer into concept…