Self-Supervised Learning from Structural Invariance

Yipeng Zhang, Hafez Ghaemi, Jungyoon Lee +3

Joint-embedding self-supervised learning (SSL), the key paradigm for unsupervised representation learning from visual data, learns from invariances between semantically-related dat…