PC-Match: Semi-Supervised Learning With Progressive Contrastive and Consistency Regularization

As artificial intelligence developed rapidly, deep learning models have been applied in various domains. While labeling is crucial to training models in fields that demand specific knowledge, producing such labeled datasets is expensive. Semi-supervised learning (SSL) is becoming a potential solutio...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Mikyung Kang, Sooyon Seo, Moohong Min
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Contrastive learning self-supervised learning semi-supervised learning
Online Access:	https://ieeexplore.ieee.org/document/10918676/