Data Augmentation, Internal Representation, and Unsupervised Learning Comment

被引:3
|
作者
Kelly, Brandon C. [1 ]
机构
[1] Harvard Smithsonian Ctr Astrophys, Cambridge, MA 02138 USA
关键词
D O I
10.1198/jcgs.2011.203c
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
引用
收藏
页码:584 / 591
页数:8
相关论文
共 50 条
  • [31] Unsupervised Representation Learning by Sorting Sequences
    Lee, Hsin-Ying
    Huang, Jia-Bin
    Singh, Maneesh
    Yang, Ming-Hsuan
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2017, : 667 - 676
  • [32] Automated Unsupervised Graph Representation Learning
    Hou, Zhenyu
    Cen, Yukuo
    Dong, Yuxiao
    Zhang, Jie
    Tang, Jie
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35 (03) : 2285 - 2298
  • [33] Towards Federated Unsupervised Representation Learning
    van Berlo, Bram
    Saeed, Aaqib
    Ozcelebi, Tanir
    PROCEEDINGS OF THE THIRD ACM INTERNATIONAL WORKSHOP ON EDGE SYSTEMS, ANALYTICS AND NETWORKING (EDGESYS'20), 2020, : 31 - 36
  • [34] Consensus Clustering With Unsupervised Representation Learning
    Regatti, Jayanth Reddy
    Deshmukh, Aniket Anand
    Manavoglu, Eren
    Dogan, Urun
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [35] Unsupervised State Representation Learning in Atari
    Anand, Ankesh
    Racah, Evan
    Ozair, Sherjil
    Bengio, Yoshua
    Cote, Marc-Alexandre
    Hjelm, R. Devon
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), 2019, 32
  • [36] Unsupervised Representation Learning for Proteochemometric Modeling
    Kim, Paul T.
    Winter, Robin
    Clevert, Djork-Arne
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (23)
  • [37] Unsupervised Representation Learning for Gaze Estimation
    Yu, Yu
    Odobez, Jean-Marc
    2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2020, : 7312 - 7322
  • [38] Unsupervised Representation Learning for Smart Transportation
    Lebese, Thabang
    Mattrand, Cecile
    Clair, David
    Bourinet, Jean-Marc
    Deheeger, Francois
    ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, 2024, 14642 : 15 - 27
  • [39] SUBSPACE CLUSTERING USING UNSUPERVISED DATA AUGMENTATION
    Abdolali, Maryam
    Gillis, Nicolas
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 3868 - 3872
  • [40] Unsupervised Representation Learning by Invariance Propagation
    Wang, Feng
    Liu, Huaping
    Guo, Di
    Sun, Fuchun
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 33, NEURIPS 2020, 2020, 33