Concepedia

Representation Learning

Representation Learning is a machine learning paradigm that belongs to the broader class of feature learning methods, distinguished by its focus on automatically discovering the optimal data representations required for feature detection or classification from raw inputs.

70.1K

Publications

7.6M

Citations

135.6K

Authors

10.7K

Institutions

Publications per year

2017–2026

51.1K

Parents

Children

Publications

70.1K

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

, , +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

, , +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

, , +11

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

, , +14

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

, , +14

1–5 of 70.1K

Authors

135.6K

  1. DT
    Dacheng Tao

    The University of Sydney, Australia

    260 publications · 27.7K citations

    92

    h-index

  2. YY
    Yi Yang

    University of Technology Sydney, Australia

    191 publications · 34.6K citations

    83

    h-index

  3. YB
    Yoshua Bengio

    Université de Montréal, Canada

    170 publications · 136.2K citations

    81

    h-index

  4. XW
    Xiaogang Wang

    European Organization for Nuclear Research, Switzerland

    127 publications · 42.9K citations

    78

    h-index

  5. SY
    Shuicheng Yan

    National University of Singapore, Singapore

    197 publications · 33.4K citations

    73

    h-index

1–5 of 135.6K

Institutions

10.7K

  1. Chinese Academy of Sciences

    Beijing, China

    210 h-index

    5.9K publications

    557.7K citations

  2. Google (United States)

    Mountain View, United States

    204 h-index

    2.5K publications

    1.7M citations

  3. Tsinghua University

    Beijing, China

    196 h-index

    3.9K publications

    501.9K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    159 h-index

    3.1K publications

    285.1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    159 h-index

    1.8K publications

    260.9K citations

  6. Nanyang Technological University

    Singapore, Singapore

    157 h-index

    2.1K publications

    352.8K citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    147 h-index

    1.3K publications

    274.7K citations

  8. Peking University

    Beijing, China

    145 h-index

    2.2K publications

    240K citations

1–8 of 10.7K

Venues

  1. arXiv (Cornell University)

    Repository · 8.2K publications · 967.1K citations

    362

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 1K publications · 312.2K citations

    207

    h-index

  3. IEEE Transactions on Image Processing

    1.1K publications · 119.7K citations

    160

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1.3K publications · 124.4K citations

    156

    h-index

  5. IEEE Access

    1.9K publications · 114.6K citations

    144

    h-index

1–5