Elucidating and Overcoming the Challenges of Label Noise in Supervised Contrastive Learning

Zijun Long, George Killick, Lipeng Zhuang +3

Image classification datasets exhibit a non-negligible fraction of mislabeled examples, often due to human error when one class superficially resembles another. This issue poses ch…