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1. imbalanced-regression imbalanced-regression Public

   [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

   Python 831 131

2. imbalanced-semi-self imbalanced-semi-self Public

   [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

   Python 737 116

3. SimPer SimPer Public

   [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets

   Jupyter Notebook 121 7

4. multi-domain-imbalance multi-domain-imbalance Public

   [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

   Python 129 15

5. SubpopBench SubpopBench Public

   [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

   Python 102 13

6. shortcut-ood-fairness shortcut-ood-fairness Public

   [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

   Python 23 2