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  1. InputIBA InputIBA Public

    NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information

    Python 32 4

  2. Style-CheXplain Style-CheXplain Public

    GAN-based method to create counterfactual explanations for chest X-rays

    Python 23 4

  3. Do-Explanations-Explain Do-Explanations-Explain Public

    Jupyter Notebook 15 1

  4. PathwayGrad PathwayGrad Public

    CVPR 2021 | Code to reproduce the results of the paper: A Khakzar, S Baselizadeh, S Khanduja, C Rupprecht, ST Kim, N Navab, Neural Response Interpretation through the Lens of Critical Pathways

    Python 12 4

  5. RoarTorch RoarTorch Public

    CVPR 2021 | Metrics for evaluating interpretability methods.

    Python 10 3

  6. CheXplain-IBA CheXplain-IBA Public

    MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features

    Jupyter Notebook 7 1

Repositories

Showing 9 of 9 repositories
  • Style-CheXplain Public

    GAN-based method to create counterfactual explanations for chest X-rays

    CAMP-eXplain-AI/Style-CheXplain’s past year of commit activity
    Python 23 MIT 4 0 0 Updated Sep 23, 2022
  • Interpretable-Vertebral-Fracture-Diagnosis Public
    CAMP-eXplain-AI/Interpretable-Vertebral-Fracture-Diagnosis’s past year of commit activity
    Python 7 1 0 0 Updated Mar 25, 2022
  • Do-Explanations-Explain Public
    CAMP-eXplain-AI/Do-Explanations-Explain’s past year of commit activity
    Jupyter Notebook 15 1 0 0 Updated Mar 11, 2022
  • imba-explain Public
    CAMP-eXplain-AI/imba-explain’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Mar 7, 2022
  • InputIBA Public

    NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information

    CAMP-eXplain-AI/InputIBA’s past year of commit activity
    Python 32 4 6 0 Updated Dec 13, 2021
  • CheXplain-IBA Public

    MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features

    CAMP-eXplain-AI/CheXplain-IBA’s past year of commit activity
    Jupyter Notebook 7 MIT 1 0 0 Updated Aug 5, 2021
  • CheXplain-Dissection Public

    MICCAI 2021 | Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models

    CAMP-eXplain-AI/CheXplain-Dissection’s past year of commit activity
    Jupyter Notebook 5 2 0 0 Updated Jul 14, 2021
  • PathwayGrad Public

    CVPR 2021 | Code to reproduce the results of the paper: A Khakzar, S Baselizadeh, S Khanduja, C Rupprecht, ST Kim, N Navab, Neural Response Interpretation through the Lens of Critical Pathways

    CAMP-eXplain-AI/PathwayGrad’s past year of commit activity
    Python 12 4 0 0 Updated Jun 23, 2021
  • RoarTorch Public

    CVPR 2021 | Metrics for evaluating interpretability methods.

    CAMP-eXplain-AI/RoarTorch’s past year of commit activity
    Python 10 MIT 3 0 0 Updated Mar 29, 2021

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