VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Englert, Brunó B., Dubbelman, Gijs |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
What is the Added Value of UDA in the VFM Era?
by: Englert, Brunó B., et al.
Published: (2025)
by: Englert, Brunó B., et al.
Published: (2025)
CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings
by: Mata, Cristina, et al.
Published: (2025)
by: Mata, Cristina, et al.
Published: (2025)
Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation
by: Fu, Jingru, et al.
Published: (2024)
by: Fu, Jingru, et al.
Published: (2024)
Unified Domain Adaptive Semantic Segmentation
by: Zhang, Zhe, et al.
Published: (2023)
by: Zhang, Zhe, et al.
Published: (2023)
Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images
by: Lin, Wen-Liang, et al.
Published: (2026)
by: Lin, Wen-Liang, et al.
Published: (2026)
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
by: Gao, Feng, et al.
Published: (2025)
by: Gao, Feng, et al.
Published: (2025)
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation
by: Gao, Zijun, et al.
Published: (2024)
by: Gao, Zijun, et al.
Published: (2024)
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration
by: Liu, Yang, et al.
Published: (2023)
by: Liu, Yang, et al.
Published: (2023)
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
by: Wilm, Frauke, et al.
Published: (2024)
by: Wilm, Frauke, et al.
Published: (2024)
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
by: Shirokikh, Boris, et al.
Published: (2025)
by: Shirokikh, Boris, et al.
Published: (2025)
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
by: Zeng, Hongye, et al.
Published: (2024)
by: Zeng, Hongye, et al.
Published: (2024)
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation
by: Manthe, Matthis, et al.
Published: (2024)
by: Manthe, Matthis, et al.
Published: (2024)
Semi-Unsupervised Microscopy Segmentation with Fuzzy Logic and Spatial Statistics for Cross-Domain Analysis Using a GUI
by: Das, Surajit, et al.
Published: (2025)
by: Das, Surajit, et al.
Published: (2025)
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning
by: Cao, Yihong, et al.
Published: (2023)
by: Cao, Yihong, et al.
Published: (2023)
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction
by: Tschuchnig, Maximilian Ernst, et al.
Published: (2023)
by: Tschuchnig, Maximilian Ernst, et al.
Published: (2023)
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation
by: Tran, Le-Anh, et al.
Published: (2026)
by: Tran, Le-Anh, et al.
Published: (2026)
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation
by: Liu, Houze, et al.
Published: (2024)
by: Liu, Houze, et al.
Published: (2024)
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies
by: Jian, Bailiang, et al.
Published: (2025)
by: Jian, Bailiang, et al.
Published: (2025)
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation
by: Panfilov, Egor, et al.
Published: (2019)
by: Panfilov, Egor, et al.
Published: (2019)
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps
by: Manan, Malik Abdul, et al.
Published: (2024)
by: Manan, Malik Abdul, et al.
Published: (2024)
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration
by: Zhang, Xiaoran, et al.
Published: (2023)
by: Zhang, Xiaoran, et al.
Published: (2023)
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation
by: Shen, Zhiqiang, et al.
Published: (2025)
by: Shen, Zhiqiang, et al.
Published: (2025)
Hierarchy-Aware and Channel-Adaptive Semantic Communication for Bandwidth-Limited Data Fusion
by: Guo, Lei, et al.
Published: (2025)
by: Guo, Lei, et al.
Published: (2025)
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps
by: Manan, Malik Abdul, et al.
Published: (2024)
by: Manan, Malik Abdul, et al.
Published: (2024)
Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation
by: Judge, Arnaud, et al.
Published: (2025)
by: Judge, Arnaud, et al.
Published: (2025)
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
by: Kwarciak, Kamil, et al.
Published: (2024)
by: Kwarciak, Kamil, et al.
Published: (2024)
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation
by: Zalevskyi, Vladyslav, et al.
Published: (2024)
by: Zalevskyi, Vladyslav, et al.
Published: (2024)
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains
by: Liu, Xuan, et al.
Published: (2023)
by: Liu, Xuan, et al.
Published: (2023)
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation
by: Shi, Hairong, et al.
Published: (2024)
by: Shi, Hairong, et al.
Published: (2024)
Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation
by: Götz, Michael, et al.
Published: (2024)
by: Götz, Michael, et al.
Published: (2024)
Graph-Based Multi-Modal Light-weight Network for Adaptive Brain Tumor Segmentation
by: Huo, Guohao, et al.
Published: (2025)
by: Huo, Guohao, et al.
Published: (2025)
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation
by: Erden, Mehmet Bahadir, et al.
Published: (2024)
by: Erden, Mehmet Bahadir, et al.
Published: (2024)
DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation
by: Khiati, Rezkellah Noureddine, et al.
Published: (2026)
by: Khiati, Rezkellah Noureddine, et al.
Published: (2026)
Unsupervised Domain Transfer with Conditional Invertible Neural Networks
by: Dreher, Kris K., et al.
Published: (2023)
by: Dreher, Kris K., et al.
Published: (2023)
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks
by: Öttl, Mathias, et al.
Published: (2022)
by: Öttl, Mathias, et al.
Published: (2022)
Knowledge Consultation for Semi-Supervised Semantic Segmentation
by: Than, Thuan, et al.
Published: (2025)
by: Than, Thuan, et al.
Published: (2025)
PlaNet-S: Automatic Semantic Segmentation of Placenta
by: Yamamoto, Shinnosuke, et al.
Published: (2023)
by: Yamamoto, Shinnosuke, et al.
Published: (2023)
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation
by: Matzkin, Franco, et al.
Published: (2025)
by: Matzkin, Franco, et al.
Published: (2025)
Similar Items
-
What is the Added Value of UDA in the VFM Era?
by: Englert, Brunó B., et al.
Published: (2025) -
CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings
by: Mata, Cristina, et al.
Published: (2025) -
Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation
by: Fu, Jingru, et al.
Published: (2024) -
Unified Domain Adaptive Semantic Segmentation
by: Zhang, Zhe, et al.
Published: (2023) -
Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images
by: Lin, Wen-Liang, et al.
Published: (2026)