a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
☆45Feb 14, 2025Updated last year
Alternatives and similar repositories for SIFA-pytorch
Users that are interested in SIFA-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆29Sep 19, 2023Updated 2 years ago
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆34Jul 7, 2022Updated 4 years ago
- AAAI 2023 paper "Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraint and Adaptive Semantic Alig…☆22Apr 29, 2024Updated 2 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Oct 5, 2023Updated 2 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆277Feb 15, 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.
- (Medical Image Analysis)Official implementation of "Dual domain distribution disruption with semantics preservation: Unsupervised domain…☆35Feb 25, 2025Updated last year
- ☆35Nov 27, 2024Updated last year
- code for our ODADA.☆20Sep 19, 2024Updated last year
- ☆18Mar 21, 2024Updated 2 years ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Jul 21, 2020Updated 5 years ago
- ☆20Mar 23, 2026Updated 3 months ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- SASAN☆27Mar 8, 2021Updated 5 years ago
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆29Apr 22, 2025Updated last year
- 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.
- ☆17Aug 24, 2023Updated 2 years ago
- nnMIL: A generalizable multiple instance learning framework for computational pathology☆53May 15, 2026Updated last month
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆111Jul 25, 2024Updated last year
- Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation☆16Mar 19, 2023Updated 3 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆304Mar 28, 2020Updated 6 years ago
- ☆25Feb 20, 2025Updated last year
- ☆14Dec 22, 2025Updated 6 months ago
- domain adaptation with CF distance for medical image segmentation☆27Apr 12, 2022Updated 4 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆31Mar 24, 2022Updated 4 years ago
- 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.
- Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning☆16Feb 10, 2023Updated 3 years ago
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆59Jan 20, 2025Updated last year
- [IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"☆11Nov 22, 2023Updated 2 years ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆33Jun 3, 2024Updated 2 years ago
- This project provides the source code for “Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis (IEEE TIP 2020)”.☆11Jun 30, 2021Updated 5 years ago
- Domain Adaptation and Generalization for Medical Image Analysis☆150Mar 24, 2024Updated 2 years ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆152Dec 15, 2024Updated last year
- [IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-c…☆29Jan 24, 2023Updated 3 years ago
- ☆29Apr 27, 2023Updated 3 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.
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes☆20Feb 12, 2025Updated last year
- Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021☆52Sep 12, 2022Updated 3 years ago
- OptTTA☆10Aug 19, 2025Updated 10 months ago
- Readable Conditional Denoising Diffusion☆45Nov 4, 2025Updated 8 months ago
- [ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration☆49Jul 25, 2024Updated last year
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆37Sep 27, 2023Updated 2 years ago