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  1. CAMP-eXplain-AI/InputIBA CAMP-eXplain-AI/InputIBA Public

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

    Python 32 4

  2. CAMP-eXplain-AI/PathwayGrad CAMP-eXplain-AI/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

  3. CAMP-eXplain-AI/CheXplain-IBA CAMP-eXplain-AI/CheXplain-IBA Public

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

    Jupyter Notebook 7 1

  4. CAMP-eXplain-AI/CheXplain-Dissection CAMP-eXplain-AI/CheXplain-Dissection Public

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

    Jupyter Notebook 5 2

  5. CAMP-eXplain-AI/Do-Explanations-Explain CAMP-eXplain-AI/Do-Explanations-Explain Public

    Jupyter Notebook 15 1