This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and serves as a roadmap for the disentanglement aficionados.
☆63Sep 16, 2022Updated 3 years ago
Alternatives and similar repositories for disentanglement_tutorial
Users that are interested in disentanglement_tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI 2021 Oral] Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation☆36Dec 6, 2021Updated 4 years ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆31Mar 10, 2022Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Nov 2, 2021Updated 4 years ago
- Code for S-cuda: Self-Cleansing Unsupervised Domain Adaptation for Medical Image Segmentation☆28Jun 28, 2021Updated 4 years ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆34Oct 11, 2022Updated 3 years ago
- ☆29Apr 27, 2023Updated 2 years ago
- SDNet Keras implementation☆44May 22, 2020Updated 5 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Sep 26, 2020Updated 5 years ago
- This repository constists of the implementations of the Distance Correlation (DC) and Information Over Bias (IOB) metrics proposed in [li…☆23Oct 16, 2021Updated 4 years ago
- domain adaptation with CF distance for medical image segmentation☆27Apr 12, 2022Updated 3 years ago
- [ECCV 2022] Learning Instance-Specific Adaptation for Cross-Domain Segmentation☆14Jul 17, 2022Updated 3 years ago
- Code for paper: Representation Disentanglement for Multi-modal Brain MR Analysis. Accepted by IPMI 2021.☆13Jun 29, 2021Updated 4 years ago
- BioMedIA's poster templates used for conferences☆10Jun 12, 2019Updated 6 years ago
- ☆24Oct 24, 2021Updated 4 years ago
- Codes for "Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows"☆23Nov 15, 2023Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- Official code of "Towards General Text-guided Universal Image Synthesis Framework for Customized Multimodal Brain MRI"☆39Nov 1, 2025Updated 4 months ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆33Jul 7, 2022Updated 3 years ago
- ☆34Jul 28, 2021Updated 4 years ago
- SOTA work about out-of-distribution detection☆14Mar 5, 2021Updated 5 years ago
- Download UKB bulk data☆12Jul 27, 2020Updated 5 years ago
- A Survey on CLIP in Medical Imaging☆504Mar 26, 2025Updated 11 months ago
- 🏆1st place in the MICCAI challenge CrossMoDA 2023☆19Sep 5, 2025Updated 6 months ago
- Project page for paper Self-supervised Representation Learning with Relative Predictive Coding☆19Jul 8, 2021Updated 4 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Dec 24, 2023Updated 2 years ago
- ☆16Oct 16, 2023Updated 2 years ago
- ☆10Feb 10, 2022Updated 4 years ago
- Domain Adaptation and Generalization for Medical Image Analysis☆149Mar 24, 2024Updated last year
- [MICCAI'19] Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion☆43Dec 3, 2021Updated 4 years ago
- MICCAI2020: self domain adapted network☆18Jun 30, 2021Updated 4 years ago
- Official implementation of TailedCore(CVPR25)☆26Jun 12, 2025Updated 9 months ago
- Code for Diff-SCM paper☆103Jun 7, 2023Updated 2 years ago
- Database and code of our MICCAI20 paper: "DeepGF: Glaucoma Forecast Using the Sequential Fundus Images"☆20May 18, 2025Updated 10 months ago
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆42Nov 17, 2022Updated 3 years ago
- ☆18Mar 31, 2022Updated 3 years ago
- ☆14Dec 16, 2025Updated 3 months ago
- Generalizable Semantic Segmentation viaModel-agnostic Learning and Target-specificNormalization☆28Apr 21, 2020Updated 5 years ago