Towards a Unified Framework of Contrastive Learning for Disentangled Representations

Stefan Matthes, Zhiwei Han, Hao Shen

Contrastive learning has recently emerged as a promising approach for learning data representations that discover and disentangle the explanatory factors of the data. Previous anal…