Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses

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Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis

Published: 01 Jan 2024, Last Modified: 23 Sept 2024ICML 2024EveryoneRevisionsBibTeXCC BY-SA 4.0