Beyond Semantics: Disentangling Information Scope in Sparse Autoencoders for CLIP

Yusung Ro, Jaehyun Choi, Junmo Kim

Sparse Autoencoders (SAEs) have emerged as a powerful tool for interpreting the internal representations of CLIP vision encoders, yet existing analyses largely focus on the semanti…