Pseudo-labeling Algorithm Based on Optimal Transport for Deep Semi-supervised Learning

被引：0
|
作者：
Zhai, De-Ming [1 ]
Shen, Si-Xian [1 ]
Zhou, Xiong [1 ]
Jiang, Jun-Jun [1 ]
Liu, Xian-Ming [1 ]
Ji, Xiang-Yang [2 ]
机构：
[1] Faculty of Computing, Harbin Institute of Technology, Harbin,150001, China
[2] Department of Automation, Tsinghua University, Beijing,100084, China
来源：
Ruan Jian Xue Bao/Journal of Software | 2024年 / 35卷 / 11期
关键词：
Compendex;
D O I：
10.13328/j.cnki.jos.007054
中图分类号：
学科分类号：
摘要：
Self-supervised learning
引用
收藏
页码：5196 / 5209
相关论文
共 50 条
  • [41] SEMI-SUPERVISED 3D OBJECT DETECTION VIA ADAPTIVE PSEUDO-LABELING
    Xu, Hongyi
    Liu, Fengqi
    Zhou, Qianyu
    Hao, Jinkun
    Cao, Zhijie
    Feng, Zhengyang
    Ma, Lizhuang
    2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2021, : 3183 - 3187
  • [42] SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification
    Mahmood, Md Junaid
    Raj, Pranaw
    Agarwal, Divyansh
    Kumari, Suruchi
    Singh, Pravendra
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 89
  • [43] A semi-supervised medical image classification method based on combined pseudo-labeling and distance metric consistency
    Boya Ke
    Huijuan Lu
    Cunqian You
    Wenjie Zhu
    Li Xie
    Yudong Yao
    Multimedia Tools and Applications, 2024, 83 : 33313 - 33331
  • [44] FaxMatch: Multi-Curriculum Pseudo-Labeling for semi-supervised medical image classification
    Peng, Zhen
    Zhang, Dezhi
    Tian, Shengwei
    Wu, Weidong
    Yu, Long
    Zhou, Shaofeng
    Huang, Shanhang
    MEDICAL PHYSICS, 2023, 50 (05) : 3210 - 3222
  • [45] Uncertainty-Inspired Credible Pseudo-Labeling in Semi-Supervised Medical Image Segmentation
    Zheng, Zhiyu
    Lv, Liang
    Ni, Bo
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2024, PT XIV, 2025, 15044 : 90 - 104
  • [46] Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection
    Zhang, Jiacheng
    Li, Jiaming
    Lin, Xiangru
    Zhang, Wei
    Tang, Xiao
    Hang, Junyu
    Ding, Errui
    Wang, Jingdong
    Li, Guanbin
    2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2024, : 16923 - 16932
  • [47] Refined Semi-Supervised Modulation Classification: Integrating Consistency Regularization and Pseudo-Labeling Techniques
    Ma, Min
    Liu, Shanrong
    Wang, Shufei
    Shi, Shengnan
    FUTURE INTERNET, 2024, 16 (02)
  • [48] Spatial pseudo-labeling for semi-supervised facies classification (vol 195, 107834, 2020)
    Asghar, Saleem
    Choi, Junhwan
    Yoon, Daeung
    Byun, Joongmoo
    JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2021, 198
  • [49] JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification
    Zou, Henry Peng
    Caragea, Cornelia
    2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, EMNLP 2023, 2023, : 7290 - 7301
  • [50] A semi-supervised medical image classification method based on combined pseudo-labeling and distance metric consistency
    Ke, Boya
    Lu, Huijuan
    You, Cunqian
    Zhu, Wenjie
    Xie, Li
    Yao, Yudong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (11) : 33313 - 33331
12345