Positive Pair Geometry Matters: Optimal Transport for Contrastive Learning of Visual Representations

Akshit Nanda, Shahzad Ahmad, Ram Prasad Padhy

Contrastive self-supervised learning has achieved strong performance by learning representations from multiple augmented views of the same image. However, most existing methods con…