On Compositions of Transformations in Contrastive Self-Supervised Learning

Mandela Patrick, Yuki M. Asano, Polina Kuznetsova +4

In the image domain, excellent representations can be learned by inducing invariance to content-preserving transformations via noise contrastive learning. In this paper, we general…