Copertina

SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yan, Ke, Cai, Qing, Zhang, Fan, Cao, Ziyan, Liu, Zhi
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Quality-Guided Semi-Supervised Learning for Medical Image Segmentation
di: Abhishek, Kumar, et al.
Pubblicazione: (2026)

Adaptive Mix for Semi-Supervised Medical Image Segmentation
di: Shen, Zhiqiang, et al.
Pubblicazione: (2024)

SynMatch: Rethinking Consistency in Medical Image Segmentation with Sparse Annotations
di: Shen, Zhiqiang, et al.
Pubblicazione: (2025)

Semantic Class Distribution Learning for Debiasing Semi-Supervised Medical Image Segmentation
di: Su, Yingxue, et al.
Pubblicazione: (2026)

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation
di: Zhu, Hongjie, et al.
Pubblicazione: (2025)

Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation
di: Chi, Hanyang, et al.
Pubblicazione: (2024)

Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation
di: Shen, Sicheng, et al.
Pubblicazione: (2024)

Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations
di: Meng, Dongdong, et al.
Pubblicazione: (2025)

Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation
di: Wang, Tao, et al.
Pubblicazione: (2024)

DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation
di: Pan, Qingtao, et al.
Pubblicazione: (2024)

Depth-Guided Semi-Supervised Instance Segmentation
di: Chen, Xin, et al.
Pubblicazione: (2024)

S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation
di: Zhang, Jiahang, et al.
Pubblicazione: (2022)

S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation
di: Zhang, Qixiang, et al.
Pubblicazione: (2024)

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation
di: Huang, Kaiwen, et al.
Pubblicazione: (2026)

AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation
di: Zhu, Guanghao, et al.
Pubblicazione: (2024)

Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
di: Liu, Qianying, et al.
Pubblicazione: (2024)

Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
di: Singh, Pranav, et al.
Pubblicazione: (2023)

Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation
di: Yang, Xinyu, et al.
Pubblicazione: (2024)

Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations
di: Li, Ming, et al.
Pubblicazione: (2024)

When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation
di: Wang, Ziyang, et al.
Pubblicazione: (2022)

Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation
di: Thakur, Rini Smita, et al.
Pubblicazione: (2025)

Semi-Supervised Medical Image Segmentation via Dual Networks
di: Lu, Yunyao, et al.
Pubblicazione: (2025)

Masked Image Modeling Boosting Semi-Supervised Semantic Segmentation
di: Li, Yangyang, et al.
Pubblicazione: (2024)

AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation
di: Zhu, Lei, et al.
Pubblicazione: (2025)

Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations
di: Pan, Zhiyi, et al.
Pubblicazione: (2023)

Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation
di: Zhou, Shiwei, et al.
Pubblicazione: (2025)

Enhancing Dual Network Based Semi-Supervised Medical Image Segmentation with Uncertainty-Guided Pseudo-Labeling
di: Lu, Yunyao, et al.
Pubblicazione: (2025)

SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation
di: Huang, Kaiwen, et al.
Pubblicazione: (2026)

SAM-Fed: SAM-Guided Federated Semi-Supervised Learning for Medical Image Segmentation
di: Nasirihaghighi, Sahar, et al.
Pubblicazione: (2025)

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
di: Zhang, Yichi, et al.
Pubblicazione: (2023)

Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation
di: Huang, Kaiwen, et al.
Pubblicazione: (2025)

Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation
di: Cai, Lingcong, et al.
Pubblicazione: (2024)

Efficient Image Annotation via Semi-Supervised Object Segmentation with Label Propagation
di: Tutevych, Vitalii, et al.
Pubblicazione: (2026)

Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
di: Wu, Ji-Jia, et al.
Pubblicazione: (2024)

Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation
di: Ye, Zanting, et al.
Pubblicazione: (2025)

Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation
di: Chen, Yilong, et al.
Pubblicazione: (2024)

SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning
di: Qiu, Luyi, et al.
Pubblicazione: (2025)

Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation
di: Sui, An, et al.
Pubblicazione: (2026)

Diverse Teaching and Label Propagation for Generic Semi-Supervised Medical Image Segmentation
di: Li, Wei, et al.
Pubblicazione: (2025)

SRA-Seg: Synthetic to Real Alignment for Semi-Supervised Medical Image Segmentation
di: Aranya, OFM Riaz Rahman, et al.
Pubblicazione: (2026)