Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery

Sukrut Rao, Sweta Mahajan, Moritz Böhle +1

Concept Bottleneck Models (CBMs) have recently been proposed to address the 'black-box' problem of deep neural networks, by first mapping images to a human-understandable concept s…