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@deeplearning-wisc

deeplearning-wisc

CS Research Group led by Prof. Sharon Li

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  1. vos vos Public

    source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"

    Python 315 53

  2. knn-ood knn-ood Public

    Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"

    Python 185 17

  3. stud stud Public

    source code for CVPR'22 paper "Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild"

    Python 118 14

  4. large_scale_ood large_scale_ood Public

    MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space

    Python 92 13

  5. MCM MCM Public

    PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022

    Python 81 9

  6. dream-ood dream-ood Public

    source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"

    Python 68 3

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