On the Concept Trustworthiness in Concept Bottleneck Models

Qihan Huang, Jie Song, Jingwen Hu +3

Concept Bottleneck Models (CBMs), which break down the reasoning process into the input-to-concept mapping and the concept-to-label prediction, have garnered significant attention…