RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning

Yingbin Bai, Erkun Yang, Zhaoqing Wang, Yuxuan Du, Bo Han 0003, Cheng Deng, Dadong Wang, Tongliang Liu. RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

Abstract is missing.