Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

Ronaldo Canizales, Divya Gopinath, Corina Păsăreanu +1

*Concept-based explanations* offer a promising approach for explaining the predictions of deep neural networks in terms of high-level, human-understandable concepts. However, exist…