Concepedia

Feature Pooling

Feature Pooling is a feature aggregation technique that reduces the dimensionality of feature representations by applying a fixed mathematical operation—such as maximum, average, or sum—over spatial or channel-wise regions to retain dominant or representative activation patterns.

237

Publications

34.6K

Citations

808

Authors

283

Institutions

Publications per year

2017–2026

151

Parents

Publications

237

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · 2018 · 8.8K citations

, , +13

Coordinate Attention for Efficient Mobile Network Design

Qibin Hou, Daquan Zhou, Jiashi Feng · 2021 · 5.7K citations

, , +15

A Theoretical Analysis of Feature Pooling in Visual Recognition

Y-Lan Boureau, Jean Ponce, Yann LeCun · 2010 · 1.2K citations

, , +16

Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition

Marc’Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau et al. · 2007 · 1.1K citations

, , +16

Learning mid-level features for recognition

Y-Lan Boureau, Francis Bach, Yann LeCun et al. · 2010 · 1.1K citations

, , +16

1–5 of 237

Authors

808

  1. SY
    Shuicheng Yan

    National University of Singapore, Singapore

    4 publications · 311 citations

    4

    h-index

  2. JF
    Jiashi Feng

    National University of Singapore, Singapore

    4 publications · 6.2K citations

    4

    h-index

  3. YL
    Yann LeCun

    New York University, United States

    4 publications · 3.6K citations

    4

    h-index

  4. TD
    Trevor Darrell

    University of California, Berkeley, United States

    4 publications · 958 citations

    4

    h-index

  5. YB
    Y-Lan Boureau

    Meta (Israel), Israel

    4 publications · 3.6K citations

    4

    h-index

1–5 of 808

Institutions

283

  1. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    30 publications

    1.5K citations

  2. Peking University

    Beijing, China

    10 h-index

    22 publications

    9.8K citations

  3. Tsinghua University

    Beijing, China

    8 h-index

    19 publications

    795 citations

  4. University of California, Berkeley

    Berkeley, United States

    6 h-index

    11 publications

    3.4K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    15 publications

    848 citations

  6. New York University

    New York, United States

    6 h-index

    12 publications

    9.4K citations

  7. The University of Texas at San Antonio

    San Antonio, United States

    5 h-index

    5 publications

    284 citations

  8. Beijing Institute of Technology

    Beijing, China

    5 h-index

    11 publications

    1.7K citations

1–8 of 283

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 2.4K citations

    16

    h-index

  2. IEEE Transactions on Multimedia

    9 publications · 194 citations

    9

    h-index

  3. Neurocomputing

    8 publications · 528 citations

    8

    h-index

  4. IEEE Access

    7 publications · 477 citations

    7

    h-index

  5. 6

    h-index

1–5