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1. Docta-ai/docta Docta-ai/docta Public

   A Doctor for your data

   Python 3.3k 207

2. Advances-in-Label-Noise-Learning Advances-in-Label-Noise-Learning Public

   A curated (most recent) list of resources for Learning with Noisy Labels

   686 58

3. UCSC-REAL/cifar-10-100n UCSC-REAL/cifar-10-100n Public

   Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

   Python 199 20

4. UCSC-REAL/negative-label-smoothing UCSC-REAL/negative-label-smoothing Public

   [ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

   Python 117 10

5. Robust-f-divergence-measures Robust-f-divergence-measures Public

   [ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"

   Python 81 20

6. Drops Drops Public

   [ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"

   Python 39