Concept Flow Models: Anchoring Concept-Based Reasoning with Hierarchical Bottlenecks

Ya Wang, Adrian Paschke

Concept Bottleneck Models (CBMs) enhance interpretability by projecting learned features into a human-understandable concept space. Recent approaches leverage vision-language model…