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@Trustworthy-ML-Lab

Trustworthy-ML-Lab

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  1. Label-free-CBM Label-free-CBM Public

    A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

    Jupyter Notebook 82 17

  2. CLIP-dissect CLIP-dissect Public

    An automatic and efficient tool to describe functionalities of individual neurons in DNNs

    Jupyter Notebook 39 14

  3. Linear-Explanations Linear-Explanations Public

    Jupyter Notebook 9

  4. VLG-CBM VLG-CBM Public

    Jupyter Notebook 8

  5. Provably-Robust-Conformal-Prediction Provably-Robust-Conformal-Prediction Public

    Python 4 1

  6. Describe-and-Dissect Describe-and-Dissect Public

    4

Repositories

Showing 10 of 17 repositories
  • CB-LLMs Public
    Trustworthy-ML-Lab/CB-LLMs’s past year of commit activity
    Python 2 1 0 1 Updated Dec 14, 2024
  • Concept-Bottleneck-LLM Public
    Trustworthy-ML-Lab/Concept-Bottleneck-LLM’s past year of commit activity
    Python 4 0 0 0 Updated Dec 14, 2024
  • provable-efficient-dataset-distill-KRR Public
    Trustworthy-ML-Lab/provable-efficient-dataset-distill-KRR’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Dec 10, 2024
  • VLG-CBM Public
    Trustworthy-ML-Lab/VLG-CBM’s past year of commit activity
    Jupyter Notebook 8 0 0 0 Updated Dec 7, 2024
  • Linear-Explanations Public
    Trustworthy-ML-Lab/Linear-Explanations’s past year of commit activity
    Jupyter Notebook 9 0 0 0 Updated Nov 22, 2024
  • Interpretability-Guided-Defense Public

    official code repo

    Trustworthy-ML-Lab/Interpretability-Guided-Defense’s past year of commit activity
    Python 3 0 0 0 Updated Oct 1, 2024
  • Audio_Network_Dissection Public
    Trustworthy-ML-Lab/Audio_Network_Dissection’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 29, 2024
  • DSC-210-NLA-FA22 Public
    Trustworthy-ML-Lab/DSC-210-NLA-FA22’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 23, 2024
  • concept-driven-continual-learning Public

    official code repo

    Trustworthy-ML-Lab/concept-driven-continual-learning’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 10, 2024
  • Robust_HighUtil_Smoothed_DRL Public
    Trustworthy-ML-Lab/Robust_HighUtil_Smoothed_DRL’s past year of commit activity
    Python 4 0 0 0 Updated Jun 27, 2024
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