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Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels
Songhua Wu * 1 Xiaobo Xia * 1 Tongliang Liu 1
2
Bo Han Mingming Gong 3 Nannan Wang 4 Haifeng Liu 5 Gang Niu 6
Abstract deal with the label noise problem in pointwise manners.
Namely, these methods use pointwise losses (e.g., cross-
Learning with noisy labels has attracted a lot of
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