Disentangling Latent Embeddings with Sparse Linear Concept Subspaces (SLiCS)

Zhi Li, Hau Phan, Matthew Emigh +1

Vision-language co-embedding networks, such as CLIP, provide a latent embedding space with semantic information that is useful for downstream tasks. We hypothesize that the embeddi…