This Probably Looks Exactly Like That: An Invertible Prototypical Network

Zachariah Carmichael, Timothy Redgrave, Daniel Gonzalez Cedre +1

We combine concept-based neural networks with generative, flow-based classifiers into a novel, intrinsically explainable, exactly invertible approach to supervised learning. Protot…