Semantic Purification for Conditional Representation Learning.

arXiv:2602.05464v2 Announce Type: replace Abstract: Conditional representation learning aims to extract criterion-specific features for customized tasks. Recent methods construct conditional subspaces spanned by criterion-specific text bases in the embedding s