Verifying the Linear Representation Hypothesis: How Interpretable Are Vision SAEs?

Teodor Chiaburu, Franz Motzkus, Frank Haußer +1

Vision Sparse Autoencoders (SAEs) have become a popular tool in Mechanistic Interpretability due to their presumed ability to disentangle complex features learned by a model into m…