A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis
☆12Feb 29, 2024Updated 2 years ago
Alternatives and similar repositories for FairTune
Users that are interested in FairTune are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs☆73Nov 18, 2025Updated 6 months ago
- Online Hyperparameter Optimization☆11Feb 17, 2021Updated 5 years ago
- ☆12Jul 21, 2024Updated last year
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆13Oct 30, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition☆12Mar 19, 2024Updated 2 years ago
- [ICML 2024] Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations☆15Oct 28, 2023Updated 2 years ago
- ☆86May 12, 2026Updated last week
- ☆11Mar 30, 2016Updated 10 years ago
- [ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implemen…☆16Apr 20, 2023Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆74May 22, 2023Updated 3 years ago
- Implementation of Differential Learning Rate in Keras☆11Jun 4, 2019Updated 6 years ago
- Atrophy simulation from Inria Asclepios☆12Mar 6, 2020Updated 6 years ago
- ☆13Apr 28, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Mar 16, 2019Updated 7 years ago
- Bayesian neural nets trained with Hamiltonian Monte Carlo☆10Sep 28, 2018Updated 7 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆16Dec 2, 2023Updated 2 years ago
- Reproducing CheXpert paper using the PyTorch library.☆43Feb 25, 2023Updated 3 years ago
- [XAI4CV CVPR 2023] Towards Evaluating Explanations of Vision Transformers for Medical Imaging☆10Dec 1, 2023Updated 2 years ago
- Tutorial repository for the official MOTOR release☆16Feb 22, 2025Updated last year
- An easy-to-use framework to turn any neural network definition in PyTorch into a Bayesian neural network.☆13Nov 24, 2023Updated 2 years ago
- This repo consists of code for plotting top loss images☆13May 18, 2020Updated 6 years ago
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Aug 17, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository for "Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning" (MICCAI2023)☆19Oct 23, 2023Updated 2 years ago
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Apr 22, 2024Updated 2 years ago
- The source code of FedDis☆21Jun 3, 2022Updated 3 years ago
- Code implementation of the empirical study paper using ViT for AD classification☆16Oct 30, 2024Updated last year
- TensorFlow implementation of involution.☆13Jun 20, 2021Updated 4 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆14Sep 12, 2024Updated last year
- ☆11Dec 6, 2024Updated last year
- ☆23Jan 16, 2024Updated 2 years ago
- library for fair auditing and learning of classifiers with respect to rich subgroup fairness.☆32Oct 17, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- We present QAERTS, a parameter-efficient multi-head model for 3D fetal brain pose estimation from freehand 2D ultrasound videos by levera…☆13May 16, 2024Updated 2 years ago
- This repository houses the official implementation of Multiple Instance NeuroImage Transformer (MINiT) paper, accepted at PRedictive Inte…☆16Aug 23, 2022Updated 3 years ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆19Jan 28, 2026Updated 3 months ago
- Script to make repo creation faster for lazy developers like me.☆12Aug 21, 2018Updated 7 years ago
- ☆29Apr 17, 2025Updated last year
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- ☆25Jun 30, 2025Updated 10 months ago