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05/02/2022
SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels
Deep neural networks are prone to overfitting noisy labels, resulting in...
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08/18/2021
Confidence Adaptive Regularization for Deep Learning with Noisy Labels
Recent studies on the memorization effects of deep neural networks on no...
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03/23/2021
Co-matching: Combating Noisy Labels by Augmentation Anchoring
Deep learning with noisy labels is challenging as deep neural networks h...
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03/18/2021