ieee8023 / latentshift
A method to generate counterfactuals
☆12Updated last month
Alternatives and similar repositories for latentshift:
Users that are interested in latentshift are comparing it to the libraries listed below
- GAN-based method to create counterfactual explanations for chest X-rays☆22Updated 2 years ago
- Explanation by Progressive Exaggeration☆20Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆61Updated last year
- [TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization☆10Updated 10 months ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆30Updated 3 months ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆11Updated 8 months ago
- Gifsplanation - Explaining neural networks with gifs!☆24Updated last year
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆11Updated 2 years ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆24Updated 4 months ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆11Updated 3 years ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆59Updated 2 months ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆10Updated last year
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆53Updated 2 years ago
- ☆34Updated 4 years ago
- Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆14Updated 11 months ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆26Updated 5 months ago
- Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).☆8Updated 7 months ago
- ☆46Updated 4 years ago
- ☆17Updated 4 years ago
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Updated 3 years ago
- ☆14Updated 2 years ago
- This repository houses the official implementation of Multiple Instance NeuroImage Transformer (MINiT) paper, accepted at PRedictive Inte…☆14Updated 2 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆20Updated 2 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated 6 months ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆31Updated 2 years ago
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆32Updated 9 months ago
- [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"☆17Updated last year
- Improving the Fairness of Chest X-ray Classifiers☆14Updated 2 years ago
- Exploratory data analysis of the Hospital Italiano de Buenos Aires Skin Lesions dataset shared through the ISIC Archive. The dataset is a…☆14Updated last year
- Quantile risk minimization☆24Updated 6 months ago