XMix: Combating Extremely Noisy Labels via Local Smoothness in Self-Supervised Feature Space

Chengqi Li, Yangdi Lu, Zhihao Shi +3

Supervised deep learning models rely on large, accurately labeled datasets, yet noisy annotations are often unavoidable and can severely degrade performance under high noise levels…