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

, , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4198-4216. PMLR, (2022)

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Finding Generalization Measures by Contrasting Signal and Noise., , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 33983-34010. PMLR, (2023)Asymmetric Valleys: Beyond Sharp and Flat Local Minima., , and . NeurIPS, page 2549-2560. (2019)Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4198-4216. PMLR, (2022)