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

arXiv:2605.06640v1 Announce Type: cross Abstract: *Concept-based explanations* offer a promising approach for explaining the predictions of deep neural networks in terms of high-level, human-understandable concepts. However, existing methods either do not establish a causal connection between the...