Concepedia

Residual Networks

Residual Networks is a deep neural network architecture that belongs to the class of feedforward convolutional networks and is distinguished by its use of residual blocks, which introduce skip connections to enable direct gradient propagation and facilitate the training of extremely deep models by learning residual functions with reference to the layer inputs.

2.5K

Publications

534.2K

Citations

8.8K

Authors

1.9K

Institutions

Publications per year

2017–2026

2.4K

Parents

Publications

2.5K

Deep Residual Learning for Image Recognition

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

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MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al. · 2018 · 25.4K citations

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Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al. · 2017 · 12.6K citations · Full text

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Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár et al. · 2017 · 11.9K citations

, , +14

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao · arXiv (Cornell University) · 2020 · 10.4K citations · Full text

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1–5 of 2.5K

Authors

8.8K

  1. CS
    Chunhua Shen

    The University of Adelaide, Australia

    9 publications · 4.9K citations

    9

    h-index

  2. MZ
    Md Zahangir Alom

    University of Dayton, United States

    8 publications · 1.4K citations

    8

    h-index

  3. YZ
    Yulun Zhang

    Northeastern University, United States

    8 publications · 6K citations

    8

    h-index

  4. YZ
    Yang Zhang

    University of Michigan, United States

    8 publications · 625 citations

    8

    h-index

  5. YL
    Yunsong Li

    Xidian University, China

    8 publications · 576 citations

    8

    h-index

1–5 of 8.8K

Institutions

1.9K

  1. Chinese Academy of Sciences

    Beijing, China

    40 h-index

    231 publications

    19.7K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    33 h-index

    119 publications

    11.1K citations

  3. Tsinghua University

    Beijing, China

    30 h-index

    149 publications

    20.7K citations

  4. Harbin Institute of Technology

    Harbin, China

    27 h-index

    85 publications

    29.4K citations

  5. Xidian University

    Xi'an, China

    24 h-index

    98 publications

    5.5K citations

  6. Wuhan University

    Wuhan, China

    24 h-index

    108 publications

    11.8K citations

  7. Zhejiang University

    Hangzhou, China

    23 h-index

    87 publications

    5.8K citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    23 h-index

    93 publications

    5.6K citations

1–8 of 1.9K

Venues

  1. arXiv (Cornell University)

    Repository · 298 publications · 46.8K citations

    78

    h-index

  2. IEEE Access

    146 publications · 9K citations

    46

    h-index

  3. 31

    h-index

  4. Remote Sensing

    56 publications · 3.2K citations

    30

    h-index

  5. Neurocomputing

    36 publications · 2K citations

    24

    h-index

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