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CAMP-eXplain-AI

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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 13 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 11 4

  5. RoarTorch RoarTorch Public

    CVPR 2021 | Metrics for evaluating interpretability methods.

    Python 9 4

  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

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