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@PKU-ML

PKU-ML

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  1. TMLlib TMLlib Public

    A Trustworthy Machine Learning Algorithm Library

    Python 7

  2. non_neg non_neg Public

    Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning

    Python 37 7

  3. adainf adainf Public

    Official code for ICLR 2024 paper Do Generated Data Always Help Contrastive Learning?

    Python 28 1

  4. CLIP-Help-SimCLR CLIP-Help-SimCLR Public

    Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning

    Python 25 2

  5. ContraNorm ContraNorm Public

    Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "

    Python 31 4

  6. U-MAE U-MAE Public

    Forked from zhangq327/U-MAE

    Official Code for NeurIPS 2022 Paper: How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders

    Python 1

Repositories

Showing 10 of 32 repositories
  • LongPPL Public
    PKU-ML/LongPPL’s past year of commit activity
    Python 22 Apache-2.0 0 0 0 Updated Nov 15, 2024
  • Beyond_Interpretability Public

    Official Code for Paper: Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

    PKU-ML/Beyond_Interpretability’s past year of commit activity
    Python 3 0 0 0 Updated Nov 2, 2024
  • PAT Public
    PKU-ML/PAT’s past year of commit activity
    Python 6 0 0 0 Updated Oct 31, 2024
  • canonicalization Public

    Official code for NeurIPS 2024 paper "A Canonicalization Perspective on Invariant and Equivariant Learning".

    PKU-ML/canonicalization’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Oct 29, 2024
  • TERD Public

    TERD: A Framework for Backdoor Detection on Diffusion Model

    PKU-ML/TERD’s past year of commit activity
    Python 6 2 0 0 Updated Oct 18, 2024
  • ClusterMIM Public

    Official Code for ICLR 2024 Paper: On the Role of Discrete Tokenization in Visual Representation Learning

    PKU-ML/ClusterMIM’s past year of commit activity
    Python 3 0 0 0 Updated Sep 10, 2024
  • TMLlib Public

    A Trustworthy Machine Learning Algorithm Library

    PKU-ML/TMLlib’s past year of commit activity
    Python 7 0 0 0 Updated Jul 1, 2024
  • ISSLLib Public

    An Interpretable Self-Supervised Learning Library.

    PKU-ML/ISSLLib’s past year of commit activity
    Python 2 0 0 0 Updated Jun 28, 2024
  • AdvNotRealFeatures Public

    Official Code for reproductivity of the NeurIPS 2023 paper: Adversarial Examples Are Not Real Features

    PKU-ML/AdvNotRealFeatures’s past year of commit activity
    Python 14 2 2 0 Updated Jun 27, 2024
  • Diffusion-PID-Protection Public
    PKU-ML/Diffusion-PID-Protection’s past year of commit activity
    Python 8 1 0 0 Updated Jun 24, 2024
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