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
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆14Oct 30, 2024Updated 2 years ago
- Code for our TMLR '24-ICLR '25 work: MMD-Regularized UOT.☆10Jun 23, 2025Updated last year
- ☆11Jun 18, 2025Updated last year
- Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorea…☆32Jul 28, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation (ECCV 2024 ORAL)☆17Sep 3, 2024Updated 2 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
- Gender Bias Extra Material☆13Mar 24, 2023Updated 3 years ago
- [WACV 2025 Oral] OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation☆12Mar 18, 2025Updated last year
- Unsupervised bias detection tool for binary AI classifiers. Including qualitative approach to assess quantitative disparities.☆30Mar 14, 2026Updated 7 months ago
- A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.☆13Oct 6, 2017Updated 9 years ago
- [ICLR 2025] Official code of the paper "Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement"☆31May 21, 2026Updated 5 months ago
- [IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Ide…☆31Apr 15, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Minimalist LaTeX template for academic CVs☆14Oct 15, 2026Updated 2 weeks ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆30Dec 30, 2024Updated 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
- Fairness metrics for any classification or segmentation model (pip install fairmedfm) and a fairness benchmark of medical imaging foundat…☆87Oct 10, 2026Updated 3 weeks ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆47Jul 24, 2023Updated 3 years ago
- Guidelines on basic usage of Compute Canada's supercomputer resources☆13Jan 31, 2022Updated 4 years ago
- An implementation of Wasserstein Fair Classification, a conference paper submitted to UAI 2019.☆23Jan 26, 2020Updated 6 years ago
- 👀 Count the views of your Github profile with your own custom badge☆15Updated this week
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 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.
- Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs…☆10Dec 2, 2024Updated last year
- The MobSTr dataset provides artifacts that demonstrate Model-based Safety Assurance and Traceability for a safety-critical automotive sys…☆11Mar 18, 2022Updated 4 years ago
- This is the code corresponding to our CVPR ISIC 2020 paper.☆15Feb 11, 2021Updated 5 years ago
- List of academic institutes/companies working on computer-based digital pathology image analysis☆46Jul 17, 2026Updated 3 months ago
- Complete code for LR(0) Parsing☆15Dec 14, 2019Updated 6 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- [CVPR'25] Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data☆18Mar 27, 2025Updated last year
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆14Aug 16, 2022Updated 4 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆106Nov 2, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.☆72Apr 21, 2023Updated 3 years ago
- Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.☆24Apr 14, 2026Updated 6 months ago
- [ACM Multimedia'25 Dataset Track] A Multimodal Dataset for Neglected Tropical Skin Diseases☆19Feb 7, 2026Updated 8 months ago
- Research tools☆11Mar 23, 2019Updated 7 years ago
- ☆120Oct 21, 2026Updated last week
- [WACV 2026]Official Code of the paper “Equivariant Sampling for Improving Diffusion Model-based Image Restoration“☆19Jan 29, 2026Updated 9 months ago
- Summary of the ETH INI Introduction to Neuroinformatics course.☆24Jan 5, 2021Updated 5 years ago