Concept activation vectors: a unifying view and adversarial attacks

Ekkehard Schnoor, Malik Tiomoko, Jawher Said +2

Concept Activation Vectors (CAVs) are a tool from explainable AI, offering a promising approach for understanding how human-understandable concepts are encoded in a model's latent…