Zachariah Carmichael*

This Probably Looks Exactly Like That: An Invertible Prototypical Network

"We combine concept-based neural networks with generative, flow-based classifiers into a novel, intrinsically explainable, exactly invertible approach to supervised learning. Prototypical neural networks, a type of concept-based neural network, represent an exciting way forward in realizing human-co…