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@deeplearning-wisc

deeplearning-wisc

CS Research Group led by Prof. Sharon Li

Popular repositories Loading

  1. vos vos Public

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

    Python 317 53

  2. knn-ood knn-ood Public

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

    Python 192 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 118 14

  4. large_scale_ood large_scale_ood Public

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

    Python 96 12

  5. MCM MCM Public

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

    Python 90 9

  6. dream-ood dream-ood Public

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

    Python 71 3

Repositories

Showing 10 of 43 repositories
  • debate-or-vote Public

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

    deeplearning-wisc/debate-or-vote’s past year of commit activity
    Python 27 1 1 0 Updated Oct 15, 2025
  • 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 8 Apache-2.0 0 0 0 Updated Oct 9, 2025
  • deeplearning-wisc/MAD-identity-bias’s past year of commit activity
    0 MIT 0 1 0 Updated Oct 7, 2025
  • LENS Public

    Official repo for NeurIPS 2025: Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis

    deeplearning-wisc/LENS’s past year of commit activity
    Python 6 0 1 0 Updated Oct 6, 2025
  • vittle Public

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

    deeplearning-wisc/vittle’s past year of commit activity
    Python 11 1 0 0 Updated Oct 5, 2025
  • understanding_lp Public

    Official implementation of the paper "Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding"

    deeplearning-wisc/understanding_lp’s past year of commit activity
    Python 8 0 0 0 Updated Sep 30, 2025
  • glsim Public
    deeplearning-wisc/glsim’s past year of commit activity
    4 0 0 0 Updated Sep 22, 2025
  • kernel-divergence-score Public

    Official implementation of ICML 2025 paper, "How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence"

    deeplearning-wisc/kernel-divergence-score’s past year of commit activity
    Python 7 0 0 0 Updated Jul 20, 2025
  • tsv Public
    deeplearning-wisc/tsv’s past year of commit activity
    Python 21 Apache-2.0 4 1 0 Updated Jul 17, 2025
  • mllmshift-emi Public

    Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"

    deeplearning-wisc/mllmshift-emi’s past year of commit activity
    Python 10 1 0 0 Updated May 27, 2025

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