CAMP-eXplain-AI

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1. InputIBA InputIBAPublic

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

   Python 34 4

2. Style-CheXplain Style-CheXplainPublic

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

   Python 25 4

3. Do-Explanations-Explain Do-Explanations-ExplainPublic

   Jupyter Notebook 15 1

4. PathwayGrad PathwayGradPublic

   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 3

5. RoarTorch RoarTorchPublic

   CVPR 2021 | Metrics for evaluating interpretability methods.

   Python 10 3

6. CheXplain-IBA CheXplain-IBAPublic

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

   Jupyter Notebook 7 1