Identifiable Contrastive Learning with Automatic Feature Importance Discovery

Qi Zhang, Yifei Wang, Yisen Wang

Existing contrastive learning methods rely on pairwise sample contrast $z_x^{\top }{z}_{x^{\prime }}$ to learn data representations, but the learned features often lack clear interpretability f…