Ricardo Vazquez Alvarez

A Probabilistic Hard Concept Bottleneck for Steerable Generative Models

Concept Bottleneck Generative Models (CBGMs) incorporate a human-interpretable concept bottleneck layer, which makes them interpretable and steerable. However, designing such a layer for generative models poses the same challenges as for concept bottleneck models in a supervised context, if not grea…