The Impact of Semantic Pairs on Self-Supervised Representation Learning.

arXiv:2510.08722v4 Announce Type: replace-cross Abstract: Instance discrimination learns visual representations by treating different augmented views of the same image as positive pairs. While this encourages invariance to handcrafted transformations, same-ima