Open-world barely-supervised learning via augmented pseudo labels

Open-world semi-supervised learning (OWSSL) has received significant attention since it addresses the issue of unlabeled data containing classes not present in the labeled data. Unfortunately, existing OWSSL methods still rely on a large amount of labeled data from seen classes, overlooking the real...

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Bibliographic Details
Main Authors: Zhongnian Li, Yanyan Ding, Meng Wei, Xinzheng Xu
Format: Article
Language:English
Published: AIMS Press 2024-10-01
Series:Electronic Research Archive
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Online Access:https://www.aimspress.com/article/doi/10.3934/era.2024268
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