Interpretable Generative Models through Post-hoc Concept Bottlenecks

Akshay Kulkarni, Ge Yan, Chung-En Sun +2

Concept bottleneck models (CBM) aim to produce inherently interpretable models that rely on human-understandable concepts for their predictions. However, existing approaches to des…