Image de couverture de livre

A Semi-Supervised Framework for Breast Ultrasound Segmentation with Training-Free Pseudo-Label Generation and Label Refinement

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Li, Ruili, Ding, Jiayi, Li, Ruiyu, Jin, Yilun, Ge, Shiwen, Zeng, Yuwen, Zhang, Xiaoyong, Takaya, Eichi, Vrba, Jan, Homma, Noriyasu
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging
par: Takaya, Eichi, et autres
Publié: (2025)

SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
par: Yang, Danni, et autres
Publié: (2024)

ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
par: Chen, Yaxiong, et autres
Publié: (2025)

Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey
par: Ran, Lingyan, et autres
Publié: (2024)

SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation
par: Keuth, Ron, et autres
Publié: (2024)

Dual Diversity and Pseudo‐Label Correction Learning for Semi‐Supervised Medical Image Segmentation
par: Guangxing Du, et autres
Publié: (2025)

Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation
par: Lin, Jianghang, et autres
Publié: (2025)

Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation
par: Chen, Yaxiong, et autres
Publié: (2025)

Semi-Supervised Regression with Heteroscedastic Pseudo-Labels
par: Sun, Xueqing, et autres
Publié: (2025)

Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation
par: Wang, Tao, et autres
Publié: (2024)

Emerging Trends in Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation with Image-Level Supervision
par: Zhang, Zheyuan, et autres
Publié: (2025)

In-context learning for medical image segmentation
par: Takaya, Eichi, et autres
Publié: (2024)

Semi-Supervised Hyperspectral Image Classification with Edge-Aware Superpixel Label Propagation and Adaptive Pseudo-Labeling
par: Qiu, Yunfei, et autres
Publié: (2026)

Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning
par: Dong, Xingping, et autres
Publié: (2022)

Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning
par: Li, Zeju, et autres
Publié: (2024)

Mitigating Instance-Dependent Label Noise: Integrating Self-Supervised Pretraining with Pseudo-Label Refinement
par: Bala, Gouranga, et autres
Publié: (2024)

HACMatch Semi-Supervised Rotation Regression with Hardness-Aware Curriculum Pseudo Labeling
par: Li, Mei, et autres
Publié: (2026)

3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement
par: Xu, Xiaoxu, et autres
Publié: (2025)

Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation
par: Saito, Nagito, et autres
Publié: (2025)

Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation
par: Ghamsarian, Negin, et autres
Publié: (2025)

Pseudo-Label Refinement for Robust Wheat Head Segmentation via Two-Stage Hybrid Training
par: Jiang, Jiahao, et autres
Publié: (2025)

Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling
par: Li, Yuanchao, et autres
Publié: (2024)

Self-Supervised Place Recognition by Refining Temporal and Featural Pseudo Labels from Panoramic Data
par: Chen, Chao, et autres
Publié: (2022)

Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling
par: Dantas, Cassio F., et autres
Publié: (2024)

MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly Detection
par: Chen, Junzhuo, et autres
Publié: (2024)

Cross Pseudo-Labeling for Semi-Supervised Audio-Visual Source Localization
par: Guo, Yuxin, et autres
Publié: (2024)

Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling
par: Wu, Bingjie, et autres
Publié: (2025)

Enhancing Dual Network Based Semi-Supervised Medical Image Segmentation with Uncertainty-Guided Pseudo-Labeling
par: Lu, Yunyao, et autres
Publié: (2025)

Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation
par: Wang, Ziyue, et autres
Publié: (2024)

ReHear: Iterative Pseudo-Label Refinement for Semi-Supervised Speech Recognition via Audio Large Language Models
par: Liu, Zefang, et autres
Publié: (2026)

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
par: Wu, Linshan, et autres
Publié: (2024)

A Confidence-Variance Theory for Pseudo-Label Selection in Semi-Supervised Learning
par: Liu, Jinshi, et autres
Publié: (2026)

Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
par: Howlader, Prantik, et autres
Publié: (2024)

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation
par: Chen, Yuanbin, et autres
Publié: (2023)

Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound
par: Zeng, Jiajun, et autres
Publié: (2024)

DiCaP: Distribution-Calibrated Pseudo-labeling for Semi-Supervised Multi-Label Learning
par: Han, Bo, et autres
Publié: (2025)

PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning
par: Tian, Bowen, et autres
Publié: (2024)

PLESS: Pseudo-Label Enhancement with Spreading Scribbles for Weakly Supervised Segmentation
par: Gabrielyan, Yeva, et autres
Publié: (2026)

Safe-Subspace Pseudo-Label Refinement for Source-Free Graph Domain Adaptation
par: Wang, Yingxu, et autres
Publié: (2026)

Semi-Supervised Semantic Segmentation via Derivative Label Propagation
par: Fu, Yuanbin, et autres
Publié: (2025)