Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability

Haifei Zhang, Patrick Barry, Eduardo Brandao

In the context of image classification, Concept Bottleneck Models (CBMs) first embed images into a set of human-understandable concepts, followed by an intrinsically interpretable…