Concepedia

Max Pooling

Max Pooling is a downsampling technique in convolutional neural networks that belongs to the class of aggregation features and is distinguished by selecting the maximum value within localized regions of a feature map to reduce spatial dimensionality while preserving dominant activation patterns.

666

Publications

85.6K

Citations

2.4K

Authors

790

Institutions

Publications per year

2017–2026

504

Variants

Max-pooling

Parents

Publications

666

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al. · 2016 · 10.8K citations · Full text

, , +16

A Convolutional Neural Network for Modelling Sentences

Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom · 2014 · 3.6K citations · Full text

, , +16

A systematic study of the class imbalance problem in convolutional neural networks

Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski · Neural Networks · 2018 · 2.9K citations · Full text

, , +15

Linear spatial pyramid matching using sparse coding for image classification

Kai Yu, Yihong Gong, Thomas S. Huang · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 2.9K citations

, , +16

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

, , +14

1–5 of 666

Authors

2.4K

  1. JS
    Jürgen Schmidhuber

    Dalle Molle Institute for Artificial Intelligence Research, Switzerland

    7 publications · 2.1K citations

    7

    h-index

  2. DC
    Dan Cireşan

    Dalle Molle Institute for Artificial Intelligence Research, Switzerland

    6 publications · 2K citations

    6

    h-index

  3. YZ
    Yudong Zhang

    University of Leicester, United Kingdom

    6 publications · 522 citations

    6

    h-index

  4. YL
    Yann LeCun

    New York University, United States

    6 publications · 3.8K citations

    6

    h-index

  5. JM
    Jonathan Masci

    Università della Svizzera italiana, Switzerland

    6 publications · 804 citations

    6

    h-index

1–5 of 2.4K

Institutions

790

  1. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    73 publications

    19.6K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    25 publications

    1.9K citations

  3. Institute of Automation

    Beijing, China

    10 h-index

    27 publications

    2.7K citations

  4. Tsinghua University

    Beijing, China

    10 h-index

    20 publications

    966 citations

  5. Sun Yat-sen University

    Guangzhou, China

    10 h-index

    30 publications

    982 citations

  6. Peking University

    Beijing, China

    10 h-index

    29 publications

    1.2K citations

  7. University of Leicester

    Leicester, United Kingdom

    9 h-index

    12 publications

    1K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    9 h-index

    20 publications

    9.7K citations

1–8 of 790

Venues

  1. arXiv (Cornell University)

    Repository · 72 publications · 12.8K citations

    38

    h-index

  2. IEEE Access

    34 publications · 2K citations

    23

    h-index

  3. Applied Sciences

    15 publications · 1.4K citations

    13

    h-index

  4. Neurocomputing

    10 publications · 611 citations

    10

    h-index

  5. Multimedia Tools and Applications

    9 publications · 381 citations

    9

    h-index

1–5