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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 10

  2. WCA WCA Public

    Forked from JinhaoLee/WCA

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

    Python 43

  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 14 1

Repositories

Showing 10 of 73 repositories
  • 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 16 0 0 0 Updated Nov 12, 2024
  • CoPA Public Forked from HongduanTian/CoPA

    [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"

    tmlr-group/CoPA’s past year of commit activity
    Jupyter Notebook 6 MIT 1 0 0 Updated Nov 2, 2024
  • BayesianLM Public Forked from caichengyi/BayesianLM

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

    tmlr-group/BayesianLM’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Nov 1, 2024
  • SCT Public Forked from warriors-30/SCT

    [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"

    tmlr-group/SCT’s past year of commit activity
    Python 4 1 0 0 Updated Oct 28, 2024
  • CoVer Public Forked from ZBox1005/CoVer

    [NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"

    tmlr-group/CoVer’s past year of commit activity
    Python 6 1 0 0 Updated Oct 28, 2024
  • CausalCOAT Public Forked from LFhase/CausalCOAT

    [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"

    tmlr-group/CausalCOAT’s past year of commit activity
    Jupyter Notebook 4 2 0 0 Updated Oct 27, 2024
  • NegLabel Public Forked from XueJiang16/NegLabel

    [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

    tmlr-group/NegLabel’s past year of commit activity
    Python 10 Apache-2.0 3 0 0 Updated Oct 23, 2024
  • NeuralAtom Public Forked from XuanLi728/NeuralAtom

    [ICLR 2024] "Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel"

    tmlr-group/NeuralAtom’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Oct 7, 2024
  • MOKD Public Forked from HongduanTian/MOKD

    [ICML 2024] "MOKD: Cross-domain Finetuning via Maximizing Optimized Kernel Dependence"

    tmlr-group/MOKD’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Oct 7, 2024
  • tmlr-group.github.io Public
    tmlr-group/tmlr-group.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Sep 13, 2024
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