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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, Nottingham and Sydney. We share the vision for the future ML technology: building trustworthy learning and reasoning algorithms, theories and systems.

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  1. NoisyRationales NoisyRationales Public

    [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

    Python 31 2

  2. BayesianLM BayesianLM Public

    Forked from caichengyi/BayesianLM

    [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

    Python 9 1

  3. EOE EOE Public

    Forked from Aboriginer/EOE

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

    Python 12

  4. WCA WCA Public

    Forked from JinhaoLee/WCA

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

    Python 48 3

  5. 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

  6. Twin-sight Twin-sight Public

    Forked from visitworld123/Twin-sight

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

    Python 1

Repositories

Showing 10 of 81 repositories
  • unlearning-g-effect Public Forked from QizhouWang/unlearning-g-effect
    tmlr-group/unlearning-g-effect’s past year of commit activity
    Python 0 1 0 0 Updated Feb 19, 2025
  • FABFlex Public Forked from resistzzz/FABFlex

    [ICLR 2025] "Fast and Accurate Blind Flexible Docking"

    tmlr-group/FABFlex’s past year of commit activity
    Python 0 1 0 0 Updated Feb 16, 2025
  • 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 12 1 0 0 Updated Feb 15, 2025
  • ZS-NTTA Public Forked from Aboriginer/ZS-NTTA

    [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"

    tmlr-group/ZS-NTTA’s past year of commit activity
    Python 0 1 0 0 Updated Feb 15, 2025
  • AttrVR Public Forked from caichengyi/AttrVR

    [ICLR 2025] "Attribute-based Visual Reprogramming for Image Classification with CLIP" Official Website: https://github.com/tmlr-group/AttrVR

    tmlr-group/AttrVR’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jan 27, 2025
  • NoisyRationales Public

    [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

    tmlr-group/NoisyRationales’s past year of commit activity
    Python 31 2 0 0 Updated Jan 16, 2025
  • Awesome-model-inversion-attack Public Forked from AndrewZhou924/Awesome-model-inversion-attack

    [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"

    tmlr-group/Awesome-model-inversion-attack’s past year of commit activity
    1 10 0 0 Updated Jan 5, 2025
  • SCIE Public Forked from dsubuntu/SCIE

    [AAAI 2025] "Eliciting Causal Abilities in Large Language Models for Reasoning Tasks"

    tmlr-group/SCIE’s past year of commit activity
    Python 1 1 0 0 Updated Dec 23, 2024
  • BayesianLM Public Forked from caichengyi/BayesianLM

    [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

    tmlr-group/BayesianLM’s past year of commit activity
    Python 9 MIT 2 0 0 Updated Dec 20, 2024
  • SMM Public Forked from caichengyi/SMM

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

    tmlr-group/SMM’s past year of commit activity
    Python 9 MIT 2 0 0 Updated Dec 20, 2024
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