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
Sorting:
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆28Sep 19, 2023Updated 2 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Oct 5, 2023Updated 2 years ago
- AAAI 2023 paper "Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraint and Adaptive Semantic Alig…☆21Apr 29, 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
- code for our ODADA.☆20Sep 19, 2024Updated last year
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆274Feb 15, 2021Updated 5 years ago
- (Medical Image Analysis)Official implementation of "Dual domain distribution disruption with semantics preservation: Unsupervised domain…☆34Feb 25, 2025Updated last year
- SASAN☆27Mar 8, 2021Updated 5 years ago
- ☆31Nov 27, 2024Updated last year
- ☆18Sep 20, 2025Updated 5 months ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Jul 21, 2020Updated 5 years ago
- ☆16Aug 24, 2023Updated 2 years ago
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆30Apr 22, 2025Updated 10 months ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆109Jul 25, 2024Updated last year
- domain adaptation with CF distance for medical image segmentation☆27Apr 12, 2022Updated 3 years ago
- nnMIL: A generalizable multiple instance learning framework for computational pathology☆47Feb 28, 2026Updated last week
- ☆10Dec 22, 2025Updated 2 months ago
- ☆22Feb 20, 2025Updated last year
- ☆11Nov 3, 2021Updated 4 years ago
- [IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"☆11Nov 22, 2023Updated 2 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆303Mar 28, 2020Updated 5 years ago
- ☆29Apr 27, 2023Updated 2 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- ☆10Oct 20, 2022Updated 3 years ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆33Jun 3, 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
- Code for [MICCAI 2022] Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Ima…☆32Aug 31, 2022Updated 3 years ago
- Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021☆52Sep 12, 2022Updated 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
- ☆20Sep 7, 2025Updated 6 months ago
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- Official Pytorch implementation of the paper: "Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Informat…☆25Oct 16, 2023Updated 2 years ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated last year
- [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes☆21Feb 12, 2025Updated last year
- Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation☆16Mar 19, 2023Updated 2 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆32Mar 24, 2022Updated 3 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Jan 15, 2022Updated 4 years ago
- HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation☆33May 28, 2020Updated 5 years ago