Cover Image

Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yuchen, Zhao, Zhen, Liu, Yi, Zhou, Luping
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation
by: Xiao, Wenbo, et al.
Published: (2025)

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

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
by: Zhao, Zhen, et al.
Published: (2023)

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

PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
by: Xie, Haoyu, et al.
Published: (2024)

Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition
by: Feng, Hao, et al.
Published: (2024)

The Impact of Semi-Supervised Learning on Line Segment Detection
by: Engman, Johanna, et al.
Published: (2024)

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

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

Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation
by: Kaleta, Joanna, et al.
Published: (2024)

Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model
by: Yeung, Pak-Hei, et al.
Published: (2025)

The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation
by: Morales-Brotons, Daniel, et al.
Published: (2024)

Semi-Supervised Semantic Segmentation via Marginal Contextual Information
by: Kimhi, Moshe, et al.
Published: (2023)

Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation
by: Li, Shumeng, et al.
Published: (2025)

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
by: Konwer, Aishik, et al.
Published: (2025)

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
by: Ma, Qinghe, et al.
Published: (2024)

MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
by: Gao, Ziyuan
Published: (2026)

Harmonizing Generalization and Specialization: Uncertainty-Informed Collaborative Learning for Semi-supervised Medical Image Segmentation
by: Lu, Wenjing, et al.
Published: (2025)

Enhancing Multi-Modal Video Sentiment Classification Through Semi-Supervised Clustering
by: Saadatinia, Mehrshad, et al.
Published: (2025)

Applications and Effect Evaluation of Generative Adversarial Networks in Semi-Supervised Learning
by: Hu, Jiyu, et al.
Published: (2025)

Context-Based Semantic-Aware Alignment for Semi-Supervised Multi-Label Learning
by: Fan, Heng-Bo, et al.
Published: (2024)

Semi-Supervised Learning with Multi-Head Co-Training
by: Chen, Mingcai, et al.
Published: (2021)

Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network
by: Tain, Zhibo, et al.
Published: (2023)

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

ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
by: Chen, Danhui, et al.
Published: (2025)

SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
by: Zhang, Yichi, et al.
Published: (2025)

Learning to Predict Gradients for Semi-Supervised Continual Learning
by: Luo, Yan, et al.
Published: (2022)

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

Semi-Supervised Transfer Boosting (SS-TrBoosting)
by: Deng, Lingfei, et al.
Published: (2024)

Accuracy Improvement of Semi-Supervised Segmentation Using Supervised ClassMix and Sup-Unsup Feature Discriminator
by: Mano, Takahiro, et al.
Published: (2026)

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
by: Tang, Feilong, et al.
Published: (2024)

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

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

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation
by: Öttl, Mathias, et al.
Published: (2024)

MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation
by: Koleilat, Taha, et al.
Published: (2024)

XAttnRes: Cross-Stage Attention Residuals for Medical Image Segmentation
by: Liu, Xinyu, et al.
Published: (2026)

Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning
by: You, Junwon, et al.
Published: (2026)

CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation
by: Zhao, Bin, et al.
Published: (2024)

SemiOccam: A Robust Semi-Supervised Image Recognition Network Using Sparse Labels
by: Yann, Rui, et al.
Published: (2025)