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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.

Pinned

  1. 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

  2. Twin-sight Twin-sight Public

    Forked from visitworld123/Twin-sight

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

    Python

  3. FedFed FedFed Public

    Forked from visitworld123/FedFed

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

    Python 11 1

  4. FeAT FeAT Public

    Forked from LFhase/FeAT

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

    Python 2

  5. MC-GRA MC-GRA Public

    Forked from AndrewZhou924/MC-GRA

    [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"

    Python 31 1

  6. class_prior class_prior Public

    Forked from XueJiang16/class_prior

    [ICML 2023] "Detecting Out-of-distribution Data through In-distribution Class Prior"

    Python 5

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