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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 8

  2. WCA WCA Public

    Forked from JinhaoLee/WCA

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

    Python 35

  3. NoiseDiffusion NoiseDiffusion Public

    Forked from Tranquil1ty/NoiseDiffusion

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

    Python 1

  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 12 1

Repositories

Showing 10 of 67 repositories
  • 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 35 MIT 2 0 0 Updated Sep 3, 2024
  • Twin-sight-paddle Public Forked from visitworld123/Twin-sight-paddle

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

    tmlr-group/Twin-sight-paddle’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 3, 2024
  • FedFed-paddle Public Forked from visitworld123/FedFed-paddle

    [NeurIPS 2023] Paddle verison code of "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"

    tmlr-group/FedFed-paddle’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 3, 2024
  • Co-Boosting-PaddlePaddle Public Forked from rong-dai/Co-Boosting-PaddlePaddle

    [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting" Paddlepaddle version

    tmlr-group/Co-Boosting-PaddlePaddle’s past year of commit activity
    Python 0 1 0 0 Updated Aug 19, 2024
  • tmlr-group.github.io Public
    tmlr-group/tmlr-group.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Aug 11, 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 Jul 18, 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 8 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
  • 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 8 1 0 0 Updated Jun 14, 2024
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