Towards Faithful Multimodal Concept Bottleneck Models

Pierre Moreau, Emeline Pineau Ferrand, Yann Choho +3

Concept Bottleneck Models (CBMs) are interpretable models that route predictions through a layer of human-interpretable concepts. While widely studied in vision and, more recently,…