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20232026
most citedARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

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cs.LG2024

Understanding Representation Learnability of Nonlinear Self-Supervised Learning

Ruofeng Yang, Xiangyuan Li, Bo Jiang +1

Self-supervised learning (SSL) has empirically shown its data representation learnability in many downstream tasks. There are only a few theoretical works on data representation le…