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TMLR Group

Trustworthy Machine Learning and Reasoning Group
README.md

Trustworthy Machine Learning and Reasoning (TMLR) Group, an online-offline-mixed machine learning research group, locates in different cities, including Hong Kong, Melbourne, Shanghai, Sydney and Nottingham. We share the vision for the future ML technology: building trustworthy learning and reasoning algorithms, theories and systems.

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  1. EOE EOE Public

    Forked from Aboriginer/EOE

    [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

    Python 5

  2. WCA WCA Public

    Forked from JinhaoLee/WCA

    [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

    Python 28

  3. NoiseDiffusion NoiseDiffusion Public

    Forked from zheng-peng-fei/NoiseDiffusion

    [ICLR 2024 Spotlight] "NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation"

    Python

  4. Twin-sight Twin-sight Public

    Forked from visitworld123/Twin-sight

    [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"

    Python 1

  5. FeAT FeAT Public

    Forked from LFhase/FeAT

    [NeurIPS 2023] "Understanding and Improving Feature Learning for Out-of-Distribution Generalization"

    Python 2

  6. FedFed FedFed Public

    Forked from visitworld123/FedFed

    [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"

    Python 11 1

Repositories

Showing 10 of 65 repositories
  • Unlearning-with-Control Public
    tmlr-group/Unlearning-with-Control’s past year of commit activity
    0 0 0 0 Updated Jul 15, 2024
  • SMM Public Forked from caichengyi/SMM

    [ICML 2024] "Sample-specific Masks for Visual Reprogramming-based Prompting"

    tmlr-group/SMM’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Jul 4, 2024
  • GMT Public Forked from LFhase/GMT

    [ICML 2024] How Interpretable Are Interpretable Graph Neural Networks?

    tmlr-group/GMT’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Jun 27, 2024
  • WCA Public Forked from JinhaoLee/WCA

    [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

    tmlr-group/WCA’s past year of commit activity
    Python 28 MIT 1 0 0 Updated Jun 27, 2024
  • FeAT Public Forked from LFhase/FeAT

    [NeurIPS 2023] "Understanding and Improving Feature Learning for Out-of-Distribution Generalization"

    tmlr-group/FeAT’s past year of commit activity
    Python 2 1 0 1 Updated Jun 19, 2024
  • EOE Public Forked from Aboriginer/EOE

    [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

    tmlr-group/EOE’s past year of commit activity
    Python 5 1 0 0 Updated Jun 14, 2024
  • MOKD Public Forked from HongduanTian/MOKD

    [ICML 2024] "MOKD: Cross-domain Few-shot Classification via Maximizing Optimized Kernel Dependence"

    tmlr-group/MOKD’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Jun 5, 2024
  • PART Public Forked from JiachengZ01/PART

    [ICML 2024] "Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training"

    tmlr-group/PART’s past year of commit activity
    Python 10 MIT 1 0 0 Updated Jun 4, 2024
  • GSLM Public Forked from Wheat2018/GSLM

    [TMLR 2024] "Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation"

    tmlr-group/GSLM’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Jun 3, 2024
  • NUSA Public Forked from Haoang97/NUSA

    [IJCV 2024] "Does Confusion Really Hurts Novel Class Discovery?"

    tmlr-group/NUSA’s past year of commit activity
    Python 0 1 0 0 Updated May 31, 2024
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People

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