Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis

Jiaye Teng, Weiran Huang 0001, Haowei He. Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 4198-4216, PMLR, 2022. [doi]

Abstract

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