Understanding the Robustness of Distributed Self-Supervised Learning Frameworks Against Non-IID Data

Xuanyu Chen, Nan Yang, Shuai Wang +1

Recent research has introduced distributed self-supervised learning (D-SSL) approaches to leverage vast amounts of unlabeled decentralized data. However, D-SSL faces the critical c…