Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning

Vicente Balmaseda; Bokun Wang; Ching-Long Lin; Tianbao Yang

2025 ICML ICML 2025

Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Vicente Balmaseda, Bokun Wang, Ching-Long Lin, Tianbao Yang

Topics

Machine Learning > Learning Types > Self-Supervised Learning Machine Learning > Optimization & Theory > Optimization Deep Learning > Learning Types > Contrastive Learning

Keywords

contrastive learning embedding self-supervised learning optimization false negative thresholds

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