Raman1121 / FairTuneLinks
A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis
☆11Updated last year
Alternatives and similar repositories for FairTune
Users that are interested in FairTune are comparing it to the libraries listed below
Sorting:
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆88Updated last year
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆71Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Updated 2 years ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆123Updated last year
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆51Updated 11 months ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆56Updated 2 years ago
- Reproducing CheXpert paper using the PyTorch library.☆44Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- ☆80Updated 3 years ago
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆20Updated 6 months ago
- A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs☆69Updated last week
- Concept Bottleneck Models, ICML 2020☆230Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26Updated 3 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Updated 2 years ago
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆22Updated 2 years ago
- A toolkit for research on multimodal representation learning☆18Updated this week
- Fine-tuning CLIP using ROCO dataset which contains image-caption pairs from PubMed articles.☆178Updated last year
- [CHIL 2024] ViewXGen: Vision-Language Generative Model for View-Specific Chest X-ray Generation☆54Updated 11 months ago
- ☆45Updated last year
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Updated 2 years ago
- ☆95Updated last year
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆77Updated 11 months ago
- A collection of papers in fairness of medical image analysis☆12Updated 2 years ago
- ☆22Updated 2 years ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆34Updated 3 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 https://arxiv.org/abs/2003.00827☆106Updated 4 years ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆84Updated last year
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 10 months ago
- [EMNLP, Findings 2024] a radiology report generation metric that leverages the natural language understanding of language models to ident…☆63Updated 2 months ago