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@deeplearning-wisc

deeplearning-wisc

CS Research Group led by Prof. Sharon Li

Popular repositoriesLoading

  1. vosvosPublic

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

    Python 311 53

  2. knn-oodknn-oodPublic

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

    Python 182 18

  3. studstudPublic

    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_oodlarge_scale_oodPublic

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

    Python 91 13

  5. MCMMCMPublic

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

    Python 79 9

  6. dream-ooddream-oodPublic

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

    Python 68 3

Repositories

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Showing 10 of 32 repositories
  • weak_llm_teacher Public

    Official repo for ICLR 2025: Your Weak LLM is Secretly a Strong Teacher for Alignment

    deeplearning-wisc/weak_llm_teacher’s past year of commit activity
    Python 30 0 0 UpdatedFeb 11, 2025
  • 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 68 3 6 0 UpdatedJan 23, 2025
  • 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 35 3 4 0 UpdatedDec 26, 2024
  • 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 4Apache-2.00 0 0 UpdatedOct 7, 2024
  • ink Public
    deeplearning-wisc/ink’s past year of commit activity
    Python 6MIT 2 0 0 UpdatedAug 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 182 18 0 1 UpdatedJul 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 23 1 0 0 UpdatedJun 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 40 1 0 UpdatedMay 30, 2024
  • hypo Public
    deeplearning-wisc/hypo’s past year of commit activity
    Python 17 1 5 0 UpdatedMay 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 79 9 2 0 UpdatedMar 12, 2024

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