Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations

Eren Erogullari, Sebastian Lapuschkin, Wojciech Samek +1

Concept Activation Vectors (CAVs) are widely used to model human-understandable concepts as directions within the latent space of neural networks. They are trained by identifying d…