If Concept Bottlenecks are the Question, are Foundation Models the Answer?

Nicola Debole, Pietro Barbiero, Francesco Giannini +3

Concept Bottleneck Models (CBMs) are neural networks designed to conjoin high performance with ante-hoc interpretability. CBMs work by first mapping inputs (e.g., images) to high-l…