REFINING SELF-SUPERVISED LEARNING IN IMAGING: BEYOND LINEAR METRIC

被引:0
|
作者
Jiang, Bo [1 ]
Krim, Hamid [1 ]
Wu, Tianfu [1 ]
Cansever, Derya [2 ]
机构
[1] North Carolina State University, United States
[2] US Army Research Office, United States
来源
Proceedings - International Conference on Image Processing, ICIP | 2022年
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Learning systems
引用
收藏
页码:76 / 80
相关论文
共 23 条
  • [1] Self-supervised learning for seismic swell noise removal
    Zi, Yuan
    Wang, Shirui
    Yuan, Pengyu
    Wu, Xuqing
    Chen, Jiefu
    Han, Zhu
    SEG Technical Program Expanded Abstracts, 2022, 2022-August : 1910 - 1914
  • [2] Self-supervised learning for single-pixel imaging via dual-domain constraints
    Chang, Xuyang
    Wu, Ze
    LI, Daoyu
    Zhan, Xinrui
    Yan, Rong
    Bian, Liheng
    OPTICS LETTERS, 2023, 48 (07) : 1566 - 1569
  • [3] Scene Interpretation Method using Transformer and Self-supervised Learning
    Kobayashi, Yuya
    Suzuki, Masahiro
    Matsuo, Yutaka
    Transactions of the Japanese Society for Artificial Intelligence, 2022, 37 (02)
  • [4] Self-supervised deep-learning two-photon microscopy
    He, Yuezhi
    Yao, Jing
    Liu, Lina
    Gao, Yufeng
    Yu, Jia
    Ye, Shiwei
    Li, Hui
    Zheng, Wei
    PHOTONICS RESEARCH, 2023, 11 (01) : 1 - 11
  • [5] Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment
    Liu, Meng
    Liang, Ke
    Zhao, Yawei
    Tu, Wenxuan
    Zhou, Sihang
    Gan, Xinbiao
    Liu, Xinwang
    He, Kunlun
    IEEE Transactions on Neural Networks and Learning Systems, 2024, : 1 - 13
  • [6] TRAINING SET CLEANSING OF BACKDOOR POISONING BY SELF-SUPERVISED REPRESENTATION LEARNING
    Wang, Hang
    Karami, Sahar
    Dia, Ousmane
    Ritter, Hippolyt
    Emamjomeh-Zadeh, Ehsan
    Chen, Jiahui
    Xiang, Zhen
    Miller, David J.
    Kesidis, George
    arXiv, 2022,
  • [7] Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
    Li, Junyi
    Zhang, Zhilu
    Liu, Xiaoyu
    Feng, Chaoyu
    Wang, Xiaotao
    Lei, Lei
    Zuo, Wangmeng
    Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2023, 2023-June : 9914 - 9924
  • [8] PROPERTY NEURONS IN SELF-SUPERVISED SPEECH TRANSFORMERS
    Lin, Tzu-Quan
    Lin, Guan-Ting
    Lee, Hung-Yi
    Tang, Hao
    arXiv,
  • [9] Self-supervised speech representation learning based on positive sample comparison and masking reconstruction
    Zhang, Wenlin
    Liu, Xuepeng
    Niu, Tong
    Chen, Qi
    Qu, Dan
    Tongxin Xuebao/Journal on Communications, 2022, 43 (07): : 163 - 171
  • [10] Sound Localization by Self-supervised Time Delay Estimation
    Chen, Ziyang
    Fouhey, David F.
    Owens, Andrew
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13686 LNCS : 489 - 508