Towards Reasonable Concept Bottleneck Models

Nektarios Kalampalikis, Kavya Gupta, Georgi Vitanov +1

We propose a novel, flexible, and efficient framework for designing Concept Bottleneck Models (CBMs) that enables practitioners to explicitly encode and extend their prior knowledg…