SCKAN: Structural Consensus-based KAN Prototype Learning for Semi-Supervised Pancreas Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Yuqi, Chen, Yufei, Fu, Wei, Yue, Xiaodong, Li, Shuo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation
by: Ye, Zanting, et al.
Published: (2025)
by: Ye, Zanting, et al.
Published: (2025)
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
by: Li, Jun, et al.
Published: (2025)
by: Li, Jun, et al.
Published: (2025)
Light-ResKAN: A Parameter-Sharing Lightweight KAN with Gram Polynomials for Efficient SAR Image Recognition
by: Yi, Pan, et al.
Published: (2026)
by: Yi, Pan, et al.
Published: (2026)
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation
by: Dong, Junhao, et al.
Published: (2023)
by: Dong, Junhao, et al.
Published: (2023)
Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation
by: Chen, Chaowei, et al.
Published: (2025)
by: Chen, Chaowei, et al.
Published: (2025)
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation
by: Bi, Yali, et al.
Published: (2025)
by: Bi, Yali, et al.
Published: (2025)
ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training
by: Li, Siyue, et al.
Published: (2025)
by: Li, Siyue, et al.
Published: (2025)
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation
by: Pan, Qingtao, et al.
Published: (2024)
by: Pan, Qingtao, et al.
Published: (2024)
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation
by: Zhu, Junyu, et al.
Published: (2023)
by: Zhu, Junyu, et al.
Published: (2023)
Semi-Supervised Semantic Segmentation via Derivative Label Propagation
by: Fu, Yuanbin, et al.
Published: (2025)
by: Fu, Yuanbin, et al.
Published: (2025)
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
by: Fu, Mingxi, et al.
Published: (2025)
by: Fu, Mingxi, et al.
Published: (2025)
UniSemAlign: Text-Prototype Alignment with a Foundation Encoder for Semi-Supervised Histopathology Segmentation
by: Thai, Le-Van, et al.
Published: (2026)
by: Thai, Le-Van, et al.
Published: (2026)
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation
by: Han, Xiaoxiang, et al.
Published: (2024)
by: Han, Xiaoxiang, et al.
Published: (2024)
S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation
by: Zhang, Jiahang, et al.
Published: (2022)
by: Zhang, Jiahang, et al.
Published: (2022)
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner
by: Zang, Ying, et al.
Published: (2024)
by: Zang, Ying, et al.
Published: (2024)
Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
by: Li, Lijian
Published: (2024)
by: Li, Lijian
Published: (2024)
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation
by: Huang, Bin, et al.
Published: (2025)
by: Huang, Bin, et al.
Published: (2025)
Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations
by: Xiong, Xinyu, et al.
Published: (2024)
by: Xiong, Xinyu, et al.
Published: (2024)
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation
by: Li, Ping, et al.
Published: (2023)
by: Li, Ping, et al.
Published: (2023)
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
by: He, Shihuan, et al.
Published: (2025)
by: He, Shihuan, et al.
Published: (2025)
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
by: Liu, Qianying, et al.
Published: (2024)
by: Liu, Qianying, et al.
Published: (2024)
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
by: Xie, Haoyu, et al.
Published: (2024)
by: Xie, Haoyu, et al.
Published: (2024)
Depth-Guided Semi-Supervised Instance Segmentation
by: Chen, Xin, et al.
Published: (2024)
by: Chen, Xin, et al.
Published: (2024)
Exclusivity-Guided Mask Learning for Semi-Supervised Crowd Instance Segmentation and Counting
by: Huang, Jiyang, et al.
Published: (2026)
by: Huang, Jiyang, et al.
Published: (2026)
Uncertainty-Aware Concept and Motion Segmentation for Semi-Supervised Angiography Videos
by: Luo, Yu, et al.
Published: (2026)
by: Luo, Yu, et al.
Published: (2026)
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation
by: Pham, Ha-Hieu, et al.
Published: (2025)
by: Pham, Ha-Hieu, et al.
Published: (2025)
A Unified Framework for Semi-Supervised Image Segmentation and Registration
by: Li, Ruizhe, et al.
Published: (2025)
by: Li, Ruizhe, et al.
Published: (2025)
Quality-Guided Semi-Supervised Learning for Medical Image Segmentation
by: Abhishek, Kumar, et al.
Published: (2026)
by: Abhishek, Kumar, et al.
Published: (2026)
Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation
by: Yang, Bin, et al.
Published: (2026)
by: Yang, Bin, et al.
Published: (2026)
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation
by: Zhou, Shiwei, et al.
Published: (2025)
by: Zhou, Shiwei, et al.
Published: (2025)
Exploring Semi-Supervised Learning for Online Mapping
by: Lilja, Adam, et al.
Published: (2024)
by: Lilja, Adam, et al.
Published: (2024)
Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation
by: Lin, Zenan, et al.
Published: (2025)
by: Lin, Zenan, et al.
Published: (2025)
Towards Robust Visual Continual Learning with Multi-Prototype Supervision
by: Liu, Xiwei, et al.
Published: (2025)
by: Liu, Xiwei, et al.
Published: (2025)
ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation
by: Le, Khang, et al.
Published: (2025)
by: Le, Khang, et al.
Published: (2025)
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation
by: Li, Qun, et al.
Published: (2024)
by: Li, Qun, et al.
Published: (2024)
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation
by: Xi, Haoran, et al.
Published: (2025)
by: Xi, Haoran, et al.
Published: (2025)
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images
by: Manna, Siladittya, et al.
Published: (2024)
by: Manna, Siladittya, et al.
Published: (2024)
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT
by: Zhao, Chuyu, et al.
Published: (2025)
by: Zhao, Chuyu, et al.
Published: (2025)
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation
by: Cai, Lingcong, et al.
Published: (2024)
by: Cai, Lingcong, et al.
Published: (2024)
Similar Items
-
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation
by: Ye, Zanting, et al.
Published: (2025) -
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
by: Li, Jun, et al.
Published: (2025) -
Light-ResKAN: A Parameter-Sharing Lightweight KAN with Gram Polynomials for Efficient SAR Image Recognition
by: Yi, Pan, et al.
Published: (2026) -
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation
by: Dong, Junhao, et al.
Published: (2023) -
Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation
by: Chen, Chaowei, et al.
Published: (2025)