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@PKU-ML

PKU-ML

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  1. TMLlib TMLlib Public

    A Trustworthy Machine Learning Algorithm Library

    Python 10

  2. ISSLLib ISSLLib Public

    An Interpretable Self-Supervised Learning Library.

    Python 3

  3. LongPPL LongPPL Public

    Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"

    Python 43 4

  4. non_neg non_neg Public

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

    Python 40 7

  5. adainf adainf Public

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

    Python 30 1

  6. ContraNorm ContraNorm Public

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

    Python 34 5

Repositories

Showing 10 of 34 repositories
  • Projector_Theory Public

    Code for ICLR 2025 Paper "Projection Head is Secretly an Information Bottleneck"

    PKU-ML/Projector_Theory’s past year of commit activity
    Python 0 0 0 0 Updated Mar 12, 2025
  • InvICL Public

    Code for ICLR 2025 Paper "Rethinking Invariance in In-context Learning"

    PKU-ML/InvICL’s past year of commit activity
    0 0 0 0 Updated Mar 1, 2025
  • LongPPL Public

    Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"

    PKU-ML/LongPPL’s past year of commit activity
    Python 43 Apache-2.0 4 1 0 Updated Feb 21, 2025
  • Diffusion-PID-Protection Public

    Code for ICML 2024 Paper "PID: Prompt-Independent Data Protection Against Latent Diffusion Models"

    PKU-ML/Diffusion-PID-Protection’s past year of commit activity
    Python 9 1 0 0 Updated Jan 27, 2025
  • Monosemanticity-Robustness Public

    Official Code for ICLR 2025 Paper "Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness"

    PKU-ML/Monosemanticity-Robustness’s past year of commit activity
    Python 4 0 0 0 Updated Nov 2, 2024
  • PAT Public

    Code for NeurIPS 2024 Paper "Fight Back Against Jailbreaking via Prompt Adversarial Tuning"

    PKU-ML/PAT’s past year of commit activity
    Python 8 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 4 MIT 1 0 0 Updated Oct 29, 2024
  • TERD Public

    Code for ICML 2024 Paper "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 10 0 0 0 Updated Jul 1, 2024

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