TailBoost: Tail-Synthetic Learning for Boosting Long-Tailed Skin Cancer Image Classification

Skin cancer image data often exhibit long-tailed distributions due to the inherent challenges in data collection and annotation. Specifically, a few predominant classes dominate a dataset of interest, while minority classes, referred to as tail classes, are underrepresented with only limited numbers...

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Hlavní autoři:	Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2026-05-01
Edice:	Sensors
Témata:	long-tailed learning skin cancer recognition saliency map mixup supervised contrastive learning
On-line přístup:	https://www.mdpi.com/1424-8220/26/11/3343
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