CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
☆19Apr 17, 2023Updated 3 years ago
Alternatives and similar repositories for CIRCLe
Users that are interested in CIRCLe are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis"…☆10Jan 4, 2025Updated last year
- A collection of papers in fairness of medical image analysis☆13Jun 16, 2023Updated 3 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
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆22Nov 17, 2024Updated last year
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆35Jun 17, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] Official code of the paper "Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement"☆30May 21, 2026Updated last month
- Gender Bias Extra Material☆13Mar 24, 2023Updated 3 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated 2 years ago
- Knowledge-Guided Adaptation of Pathology Foundation Models Improves Cross-domain Generalization and Demographic Fairness☆17Oct 14, 2025Updated 8 months ago
- Post-processing for fair classification☆16Jun 30, 2025Updated last year
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.☆19Dec 13, 2024Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"☆20Oct 19, 2023Updated 2 years ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆30Dec 30, 2024Updated last year
- ☆50May 8, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official implementation of "ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training"☆47Jan 4, 2026Updated 6 months ago
- Creates subsets of ImageNet (e.g. ImageNet100)☆13Feb 28, 2024Updated 2 years ago
- ☆19Jun 15, 2020Updated 6 years ago
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆14Aug 16, 2022Updated 3 years ago
- The MobSTr dataset provides artifacts that demonstrate Model-based Safety Assurance and Traceability for a safety-critical automotive sys…☆10Mar 18, 2022Updated 4 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- My personal website☆27Mar 31, 2026Updated 3 months ago
- ☆110Jun 26, 2026Updated last week
- The official command line tool for interacting with the ISIC Archive.☆39May 25, 2026Updated last month
- 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.
- Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.☆14Apr 24, 2026Updated 2 months ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 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…☆15Sep 6, 2023Updated 2 years ago
- Experimental toolbox for quantum Shapley values.☆10Jan 2, 2024Updated 2 years ago
- Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neu…☆11Apr 24, 2026Updated 2 months ago
- Experiments from our work Uncertainty Quantification and Deep Ensemble☆10Nov 1, 2021Updated 4 years ago
- Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation, MIDL.☆11Mar 20, 2024Updated 2 years ago
- https://arxiv.org/abs/2102.12594☆14Oct 3, 2023Updated 2 years ago
- Geometric metrics for perceptual manifolds in deep neural networks☆31Jun 24, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"☆12Feb 15, 2023Updated 3 years ago
- Demographic bias in misdiagnosis by computational pathology models - Nature Medicine☆15Apr 29, 2024Updated 2 years ago
- Evaluation & testing framework for computer vision models☆16Jun 20, 2024Updated 2 years ago
- ☆14Mar 13, 2023Updated 3 years ago
- [TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization☆10Apr 9, 2024Updated 2 years ago
- Python wrapper to unify reading/writing via NiBabel, pynrrd and SimpleITK within a unified and simple interface.☆18Apr 10, 2026Updated 2 months ago
- ☆15Jun 4, 2026Updated last month