Beyond Heatmaps: Unsupervised Concept-Graph Reasoning for Interpretable Visual Explanation

Md Mohasin Hossain, Anar Amirli, Robert Leist +2

Concept Bottleneck Models (CBMs) provide an intrinsically interpretable alternative to post-hoc explanations. However, existing CBMs often rely on predefined concept vocabularies o…