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hendrycks/README.md

I'm Dan, a PhD student in ML at UC Berkeley.

See my webpage for my research.

See below for my code.

Pinned

  1. outlier-exposure outlier-exposure Public

    Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

    Python 531 106

  2. robustness robustness Public

    Corruption and Perturbation Robustness (ICLR 2019)

    Python 970 143

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

    A Harder ImageNet Test Set (CVPR 2021)

    Python 573 51

  4. ss-ood ss-ood Public

    Self-Supervised Learning for OOD Detection (NeurIPS 2019)

    Python 263 31

  5. anomaly-seg anomaly-seg Public

    The Combined Anomalous Object Segmentation (CAOS) Benchmark

    Python 152 20

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

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

    Python 960 153