Investigating the Role of Negatives in Contrastive Representation Learning

Jordan T. Ash, Surbhi Goel, Akshay Krishnamurthy, Dipendra Misra. Investigating the Role of Negatives in Contrastive Representation Learning. 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 7187-7209, PMLR, 2022. [doi]

Abstract

Abstract is missing.