The Impact of Semantic Pairs on Self-Supervised Representation Learning

Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong

Instance discrimination learns visual representations by treating different augmented views of the same image as positive pairs. While this encourages invariance to handcrafted tra…