Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning

Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song 0002, Kayvon Fatahalian, Christopher Ré. Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 3090-3122, PMLR, 2022. [doi]

Abstract

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