Rebalancing in Supervised Contrastive Learning for Long-Tailed Visual Recognition

In real-world visual recognition tasks, long-tailed distribution is a pervasive challenge, where the extreme class imbalance severely limits the representation learning capability of deep models. Although supervised learning has demonstrated certain potential in long-tailed visual recognition, these...

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Bibliografiske detaljer

Principais autores:	Jiahui Lv, Jun Lei, Jun Zhang, Chao Chen, Shuohao Li
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2025-08-01
Serier:	Big Data and Cognitive Computing
Fag:	long-tailed visual recognition contrastive learning representation learning feature balancing
Online adgang:	https://www.mdpi.com/2504-2289/9/8/204
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