batmanlab / Explanation_by_Progressive_ExaggerationLinks
Explanation by Progressive Exaggeration
☆20Updated 3 years ago
Alternatives and similar repositories for Explanation_by_Progressive_Exaggeration
Users that are interested in Explanation_by_Progressive_Exaggeration are comparing it to the libraries listed below
Sorting:
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆73Updated 2 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 3 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆91Updated 11 months ago
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 2 months ago
- ☆46Updated 5 years ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Updated 2 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 3 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 3 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆106Updated 4 years ago
- Basic LRP implementation in PyTorch☆173Updated last year
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Updated 4 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Updated 3 years ago
- CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions☆20Updated 2 years ago
- Official implemention of the paper High-Resolution and Precise Counterfactual Medical Image Generation using Language-guided Stable Diffu…☆21Updated 5 months ago
- Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diag…☆20Updated 2 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- Generating and Evaluating Post-Hoc Explanation from Deep Neural Networks for Multi-Modal Medical Image Analysis Tasks☆24Updated last year
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆34Updated last year
- Pytorch implementation of various neural network interpretability methods☆119Updated 3 years ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 4 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Updated 5 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆64Updated 4 years ago
- Code for Diff-SCM paper☆100Updated 2 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 4 years ago
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated 2 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆91Updated last year
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆51Updated last year
- ☆19Updated 5 years ago
- Latex template for the MIDL Conference☆65Updated last month