Deep active sampling with self-supervised learning

被引:2
|
作者
Shi, Haochen [1 ,2 ]
Zhou, Hui [2 ]
机构
[1] Nanjing Univ Aeronut & Astronaut, Coll Elect & Informat Engn, Nanjing 211106, Peoples R China
[2] Nanjing Univ Aeronut & Astronaut, Coll Comp Sci & Technol, Nanjing 211106, Peoples R China
关键词
D O I
10.1007/s11704-022-2189-z
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [31] Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning
    Bai, Chenjia
    Liu, Peng
    Liu, Kaiyu
    Wang, Lingxiao
    Zhao, Yingnan
    Han, Lei
    Wang, Zhaoran
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (08) : 4776 - 4790
  • [32] A Deep Probabilistic Framework for Heterogeneous Self-Supervised Learning of Affordances
    Dehban, Atabak
    Jamone, Lorenzo
    Kampff, Adam R.
    Santos-Victor, Jose
    [J]. 2017 IEEE-RAS 17TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTICS (HUMANOIDS), 2017, : 476 - 483
  • [33] Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning
    Du, Bi'an
    Gao, Xiang
    Hu, Wei
    Li, Xin
    [J]. PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2021, 2021, : 3133 - 3142
  • [34] S 4: Self-supervised learning with sparse-dense sampling
    Tian, Yongqin
    Zhang, Weidong
    Su, Peng
    Xu, Yibo
    Zhuang, Peixian
    Xie, Xiwang
    Zhao, Wenyi
    [J]. KNOWLEDGE-BASED SYSTEMS, 2024, 299
  • [35] Negative sampling strategies for contrastive self-supervised learning of graph representations
    Hafidi, Hakim
    Ghogho, Mounir
    Ciblat, Philippe
    Swami, Ananthram
    [J]. SIGNAL PROCESSING, 2022, 190
  • [36] Self-Supervised Dialogue Learning
    Wu, Jiawei
    Wang, Xin
    Wang, William Yang
    [J]. 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019, : 3857 - 3867
  • [37] Longitudinal self-supervised learning
    Zhao, Qingyu
    Liu, Zixuan
    Adeli, Ehsan
    Pohl, Kilian M.
    [J]. MEDICAL IMAGE ANALYSIS, 2021, 71
  • [38] Self-Supervised Learning for Electroencephalography
    Rafiei, Mohammad H.
    Gauthier, Lynne V.
    Adeli, Hojjat
    Takabi, Daniel
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (02) : 1457 - 1471
  • [39] Self-Supervised Learning for Recommendation
    Huang, Chao
    Xia, Lianghao
    Wang, Xiang
    He, Xiangnan
    Yin, Dawei
    [J]. PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2022, 2022, : 5136 - 5139
  • [40] Credal Self-Supervised Learning
    Lienen, Julian
    Huellermeier, Eyke
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34