[TMI'20, AAAI'19] Synergistic Image and Feature Adaptation
☆274Feb 15, 2021Updated 5 years ago
Alternatives and similar repositories for SIFA
Users that are interested in SIFA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆303Mar 28, 2020Updated 5 years ago
- a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for M…☆45Feb 14, 2025Updated last year
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆123May 5, 2021Updated 4 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆109Jul 25, 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
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆28Sep 19, 2023Updated 2 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆70Mar 29, 2019Updated 6 years ago
- Constrained Domain Adaptation for Segmentation☆29May 15, 2022Updated 3 years ago
- Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"☆403Jul 14, 2020Updated 5 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Jan 15, 2022Updated 4 years ago
- domain adaptation with CF distance for medical image segmentation☆27Apr 12, 2022Updated 3 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 2 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- Disentangle domain features for cross-modality cardiac image segmentation☆22Nov 12, 2021Updated 4 years ago
- ☆16Aug 24, 2023Updated 2 years ago
- SASAN☆27Mar 8, 2021Updated 5 years ago
- Recent progress on domain adaption/generalization for medical image segmentation☆54Sep 26, 2021Updated 4 years ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Jul 21, 2020Updated 5 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
- [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
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆112Nov 28, 2022Updated 3 years ago
- ☆22Jun 18, 2021Updated 4 years ago
- ☆47Apr 12, 2022Updated 3 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
- If the code is helpful for your work, please cite our paper "Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing" in STACOM…☆85Oct 18, 2019Updated 6 years ago
- Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)☆860Aug 14, 2020Updated 5 years ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Nov 10, 2020Updated 5 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
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆532Nov 13, 2020Updated 5 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Oct 5, 2023Updated 2 years ago
- (Medical Image Analysis)Official implementation of "Dual domain distribution disruption with semantics preservation: Unsupervised domain…☆34Feb 25, 2025Updated last year
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆44Mar 8, 2019Updated 7 years ago
- COVID-19 Pneumonia Lesion segmentation network☆86Sep 16, 2021Updated 4 years ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis☆774Jun 22, 2025Updated 9 months ago
- ☆223Nov 22, 2021Updated 4 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- SOTA medical image segmentation methods based on various challenges☆1,664Dec 12, 2023Updated 2 years ago
- 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
- [MICCAI 2020 Oral] Realistic Adversarial Data Augmentation for MR Image Segmentation☆16Jul 5, 2022Updated 3 years ago