Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations

Nicola Debole, Andrea Passerini, Stefano Teso +2

Concept-bottleneck models (CBMs) are neural classifiers that compute predictions from high-level concepts extracted from the input. CBMs ensure stakeholders can understand the conc…