Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?

Jae Hee Lee, Georgii Mikriukov, Gesina Schwalbe +2

Concept-based XAI (C-XAI) approaches to explaining neural vision models are a promising field of research, since explanations that refer to concepts (i.e., semantically meaningful…