Conceptualizing Embeddings: Sparse Disentanglement for Vision-Language Models

Piotr Kubaty, Patryk Marszałek, Łukasz Struski +3

Vision-language models learn powerful multimodal embeddings, yet their internal semantics remain opaque. While sparse autoencoders (SAEs) can extract interpretable features, they r…