The Details Matter: Preventing Class Collapse in Supervised Contrastive Learning

no code implementations • 29 Sep 2021 • Daniel Yang Fu, Mayee F Chen, Michael Zhang, Kayvon Fatahalian, Christopher Ré

Supervised contrastive learning optimizes a loss that pushes together embeddings of points from the same class while pulling apart embeddings of points from different classes.

Contrastive Learning Transfer Learning