Prototype-Grounded Concept Models for Verifiable Concept Alignment

Stefano Colamonaco, David Debot, Pietro Barbiero +1

Concept Bottleneck Models (CBMs) aim to improve interpretability in Deep Learning by structuring predictions through human-understandable concepts, but they provide no way to verif…