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
  • [31] AdaptMatch: Adaptive Consistency Regularization for Semi-supervised Learning with Top-k Pseudo-labeling and Contrastive Learning
    Yang, Nan
    Huang, Fan
    Yuan, Dong
    ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT I, 2024, 14471 : 227 - 238
  • [32] SRODET: Semi-Supervised Remote Sensing Object Detection With Dynamic Pseudo-Labeling
    Wang, Wenyong
    Cai, Yuanzheng
    Wang, Tao
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2025, 22
  • [33] Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization
    Takashima, Yuki
    Fujita, Yusuke
    Horiguchi, Shota
    Watanabe, Shinji
    Garcia, Paola
    Nagamatsu, Kenji
    INTERSPEECH 2021, 2021, : 3096 - 3100
  • [34] Toward Effective Semi-supervised Node Classification with Hybrid Curriculum Pseudo-labeling
    Luo, Xiao
    Ju, Wei
    Gu, Yiyang
    Qin, Yifang
    Yi, Siyu
    Wu, Daqing
    Liu, Luchen
    Zhang, Ming
    ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 20 (03)
  • [35] A Pseudo-Labeling Multi-Screening-Based Semi-Supervised Learning Method for Few-Shot Fault Diagnosis
    Liu, Shiya
    Zhu, Zheshuai
    Chen, Zibin
    He, Jun
    Chen, Xingda
    Chen, Zhiwen
    SENSORS, 2024, 24 (21)
  • [36] Semi-supervised learning with pseudo-labeling compares favorably with large language models for regulatory sequence prediction
    Phan, Han
    Brouard, Celine
    Mourad, Raphael
    BRIEFINGS IN BIOINFORMATICS, 2024, 25 (06)
  • [37] Semi-Supervised Learning for Low-light Image Restoration through Quality Assisted Pseudo-Labeling
    Malik, Sameer
    Soundararajan, Rajiv
    2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2023, : 4094 - 4103
  • [38] Pseudo-Labeling Based Semi-Supervised Learning for Signal Integrity Analysis of High-Bandwidth Memory (HBM) Interposer
    Mao, Chang-Sheng
    Wang, Da-Wei
    Zhao, Wen-Sheng
    Hu, Yue
    IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 2024, : 2056 - 2064
  • [39] Class-Aware Pseudo-Labeling for Non-Random Missing Labels in Semi-Supervised Learning
    Gui, Qian
    Wu, Xinting
    Niu, Baoning
    INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING, 2023, 17 (04) : 531 - 543
  • [40] MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition
    Chen, Xiaodong
    Liu, Wu
    Liu, Xinchen
    Zhang, Yongdong
    Han, Jungong
    Mei, Tao
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2022, 2022,