Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning

Huaiyuan Qin, Muli Yang, Siyuan Hu +4

Self-supervised learning (SSL) conventionally relies on the instance consistency paradigm, assuming that different views of the same image can be treated as positive pairs. However…