With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson +2

Self-supervised learning algorithms based on instance discrimination train encoders to be invariant to pre-defined transformations of the same instance. While most methods treat di…