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1. outlier-exposure outlier-exposure Public

   Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

   Python 551 108

2. robustness robustness Public

   Corruption and Perturbation Robustness (ICLR 2019)

   Python 1k 145

3. natural-adv-examples natural-adv-examples Public

   A Harder ImageNet Test Set (CVPR 2021)

   Python 596 52

4. ss-ood ss-ood Public

   Self-Supervised Learning for OOD Detection (NeurIPS 2019)

   Python 266 31

5. anomaly-seg anomaly-seg Public

   The Combined Anomalous Object Segmentation (CAOS) Benchmark

   Python 157 20

6. google-research/augmix google-research/augmix Public

   AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

   Python 979 157