CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning

Xia Xu, Jochen Triesch

Self-supervised representation learning (SSRL) methods have shown great success in computer vision. In recent studies, augmentation-based contrastive learning methods have been pro…