Concepedia

Neural Architecture Search

Neural Architecture Search is a meta-learning framework that automates the design of neural network architectures by searching over a predefined space of architectural components to identify optimal configurations according to a performance objective.

1.2K

Publications

94.8K

Citations

3.8K

Authors

835

Institutions

Publications per year

2017–2026

1.2K

Parents

Publications

1.2K

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Mingxing Tan, Quoc V. Le · arXiv (Cornell University) · 2019 · 5K citations · Full text

, , +8

Neural Architecture Search with Reinforcement Learning

Barret Zoph, Quoc V. Le · arXiv (Cornell University) · 2016 · 3.9K citations · Full text

, , +14

Regularized Evolution for Image Classifier Architecture Search

Esteban Real, Alok Aggarwal, Yanping Huang et al. · 2019 · 2.7K citations

, , +12

Neural Architecture Search: A Survey

Thomas Elsken, Jan Hendrik Metzen, Frank Hutter · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

, , +16

DARTS: Differentiable Architecture Search

Hanxiao Liu, Karen Simonyan, Yiming Yang · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

, , +14

1–5 of 1.2K

Authors

3.8K

  1. FH
    Frank Hutter

    University of Freiburg, Germany

    30 publications · 4K citations

    20

    h-index

  2. QV
    Quoc V. Le

    Google (United States), United States

    24 publications · 17.9K citations

    20

    h-index

  3. YS
    Yanan Sun

    Sichuan University, China

    23 publications · 2K citations

    19

    h-index

  4. SH
    Song Han

    Massachusetts Institute of Technology, United States

    19 publications · 3.6K citations

    18

    h-index

  5. BX
    Bing Xue

    Victoria University of Wellington, New Zealand

    21 publications · 2.1K citations

    18

    h-index

1–5 of 3.8K

Institutions

835

  1. Google (United States)

    Mountain View, United States

    31 h-index

    197 publications

    50.1K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    26 h-index

    91 publications

    4.4K citations

  3. Tsinghua University

    Beijing, China

    24 h-index

    104 publications

    4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    102 publications

    4.7K citations

  5. University of Technology Sydney

    Sydney, Australia

    21 h-index

    44 publications

    5.7K citations

  6. Peking University

    Beijing, China

    20 h-index

    85 publications

    4.7K citations

  7. Sichuan University

    Chengdu, China

    20 h-index

    75 publications

    3.2K citations

  8. The University of Sydney

    Sydney, Australia

    19 h-index

    60 publications

    3.3K citations

1–8 of 835

Venues

  1. arXiv (Cornell University)

    Repository · 345 publications · 35K citations

    72

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 29 publications · 2.3K citations

    22

    h-index

  3. IEEE Access

    28 publications · 1.6K citations

    21

    h-index

  4. IEEE Transactions on Evolutionary Computation

    22 publications · 2.2K citations

    21

    h-index

  5. 20

    h-index

1–5