Beyond Interpretability: When, Why, and How Sparse Autoencoders Enable Label-Free Visual Steering

Gerasimos Chatzoudis, Zhuowei Li, Gemma E. Moran +2

Sparse Autoencoders (SAEs) are increasingly used to interpret foundation models, but their role as an actionable intervention space remains less understood, especially in vision. W…