Pinned Repositories
CheXplain-Dissection
MICCAI 2021 | Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
CheXplain-IBA
MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features
Do-Explanations-Explain
imba-explain
InputIBA
NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
Interpretable-Vertebral-Fracture-Diagnosis
PathwayGrad
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
RoarTorch
CVPR 2021 | Metrics for evaluating interpretability methods.
Style-CheXplain
GAN-based method to create counterfactual explanations for chest X-rays
CAMP-eXplain-AI's Repositories
CAMP-eXplain-AI/InputIBA
NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
CAMP-eXplain-AI/Style-CheXplain
GAN-based method to create counterfactual explanations for chest X-rays
CAMP-eXplain-AI/Do-Explanations-Explain
CAMP-eXplain-AI/PathwayGrad
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/RoarTorch
CVPR 2021 | Metrics for evaluating interpretability methods.
CAMP-eXplain-AI/CheXplain-IBA
MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features
CAMP-eXplain-AI/Interpretable-Vertebral-Fracture-Diagnosis
CAMP-eXplain-AI/CheXplain-Dissection
MICCAI 2021 | Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
CAMP-eXplain-AI/imba-explain