Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective

Liangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan. Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 31408-31421, PMLR, 2023. [doi]

Abstract

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