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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 325 54

  2. knn-ood knn-ood Public

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

    Python 204 18

  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 120 15

  4. large_scale_ood large_scale_ood Public

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

    Python 102 12

  5. MCM MCM Public

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

    Python 100 9

  6. debate-or-vote debate-or-vote Public

    Official code repo for NeurIPS 2025 Spotlight paper, "Debate or Vote: Which Yields Better Decisions in Multi-Agent LLMs?"

    Python 90 8

Repositories

Showing 10 of 52 repositories
  • agentuq Public
    deeplearning-wisc/agentuq's past year of commit activity
    Python 17 MIT 3 0 0 Updated Sep 2, 2026
  • vauq Public
    deeplearning-wisc/vauq's past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Aug 3, 2026
  • progress-advantage Public

    Official source code for the paper "Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents"

    deeplearning-wisc/progress-advantage's past year of commit activity
    Python 12 2 0 0 Updated Jul 26, 2026
  • mace Public
    deeplearning-wisc/mace's past year of commit activity
    9 0 0 0 Updated Jul 11, 2026
  • Multimocal-ICL-Analysis-Framework-MGI Public

    [ACL 2026 main paper] The official code for "Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks"

    deeplearning-wisc/Multimocal-ICL-Analysis-Framework-MGI's past year of commit activity
    Jupyter Notebook 9 MIT 0 1 0 Updated Jun 29, 2026
  • RAG-Rep Public
    deeplearning-wisc/RAG-Rep's past year of commit activity
    Python 1 0 0 0 Updated May 20, 2026
  • deeplearning-wisc/MAD-identity-bias's past year of commit activity
    Python 0 MIT 0 0 0 Updated May 19, 2026
  • ModeX Public

    Official implementation of ACL 2026 paper, "ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation"

    deeplearning-wisc/ModeX's past year of commit activity
    Python 14 MIT 0 0 0 Updated Apr 13, 2026
  • vittle Public

    Official implementation of NeurIPS 2025 paper "Visual Instruction Bottleneck Tuning"

    deeplearning-wisc/vittle's past year of commit activity
    Python 14 2 1 0 Updated Apr 10, 2026
  • LongHorizonDeception Public

    Repository for the paper “Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions.”

    deeplearning-wisc/LongHorizonDeception's past year of commit activity
    Python 11 Apache-2.0 1 0 0 Updated Feb 5, 2026

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