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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 308 54

  2. knn-ood knn-ood Public

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

    Python 173 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 117 14

  4. large_scale_ood large_scale_ood Public

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

    Python 87 12

  5. MCM MCM Public

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

    Python 71 9

  6. dream-ood dream-ood Public

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

    Python 61 3

Repositories

Showing 10 of 31 repositories
  • graph-spectral-ood Public

    [NeurIPS 2024] Official Implementation of "Bridging OOD Generalization and Detection: A Graph-Theoretic View"

    deeplearning-wisc/graph-spectral-ood’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 7, 2024
  • haloscope Public

    source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"

    deeplearning-wisc/haloscope’s past year of commit activity
    Python 13 3 0 0 Updated Oct 4, 2024
  • ink Public
    deeplearning-wisc/ink’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Aug 12, 2024
  • knn-ood Public

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

    deeplearning-wisc/knn-ood’s past year of commit activity
    Python 173 17 0 1 Updated Jul 12, 2024
  • picle Public

    Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)

    deeplearning-wisc/picle’s past year of commit activity
    Python 21 1 0 0 Updated Jun 27, 2024
  • id_label Public

    source code for ICML'24 paper "When and how does in-distribution label help out-of-distribution detection?"

    deeplearning-wisc/id_label’s past year of commit activity
    Python 4 0 1 0 Updated May 30, 2024
  • dream-ood Public

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

    deeplearning-wisc/dream-ood’s past year of commit activity
    Python 61 3 6 0 Updated May 30, 2024
  • hypo Public
    deeplearning-wisc/hypo’s past year of commit activity
    Python 15 0 5 0 Updated May 10, 2024
  • MCM Public

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

    deeplearning-wisc/MCM’s past year of commit activity
    Python 71 9 2 0 Updated Mar 12, 2024
  • args Public
    deeplearning-wisc/args’s past year of commit activity
    Python 33 3 2 0 Updated Feb 8, 2024

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