Concepedia

Architecture Search

Architecture Search is a systematic methodology within design space exploration that identifies optimal architectural configurations by differentiating candidate structures according to performance, efficiency, and constraint satisfaction criteria.

889

Publications

77.1K

Citations

2.9K

Authors

645

Institutions

Publications per year

2017–2026

839

Parents

Publications

889

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

An Empirical Exploration of Recurrent Network Architectures

Rafał Józefowicz, Wojciech Zaremba, Ilya Sutskever · 2015 · 1.4K citations

, , +15

Neural Architecture Search: A Survey

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

, , +16

1–5 of 889

Authors

2.9K

  1. FH
    Frank Hutter

    University of Freiburg, Germany

    26 publications · 4.1K citations

    19

    h-index

  2. QV
    Quoc V. Le

    Google (United States), United States

    19 publications · 17.1K citations

    17

    h-index

  3. MT
    Mingxing Tan

    Google (United States), United States

    14 publications · 7.4K citations

    13

    h-index

  4. RJ
    Rongrong Ji

    Xiamen University, China

    13 publications · 406 citations

    12

    h-index

  5. SH
    Song Han

    Massachusetts Institute of Technology, United States

    12 publications · 2.8K citations

    12

    h-index

1–5 of 2.9K

Institutions

645

  1. Google (United States)

    Mountain View, United States

    26 h-index

    166 publications

    54.3K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    22 h-index

    60 publications

    2.3K citations

  3. Chinese Academy of Sciences

    Beijing, China

    20 h-index

    54 publications

    2.6K citations

  4. Peking University

    Beijing, China

    18 h-index

    65 publications

    3.9K citations

  5. Tsinghua University

    Beijing, China

    18 h-index

    65 publications

    2.2K citations

  6. Peng Cheng Laboratory

    Shenzhen, China

    17 h-index

    41 publications

    2.1K citations

  7. Huawei Technologies (Sweden)

    Stockholm, Sweden

    16 h-index

    66 publications

    6.1K citations

  8. University of Surrey

    Guildford, United Kingdom

    15 h-index

    25 publications

    1.9K citations

1–8 of 645

Venues

  1. arXiv (Cornell University)

    Repository · 254 publications · 30K citations

    61

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 22 publications · 2.1K citations

    18

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 18 publications · 2.1K citations

    17

    h-index

  4. IEEE Access

    18 publications · 1.2K citations

    16

    h-index

  5. IEEE Transactions on Evolutionary Computation

    15 publications · 1.1K citations

    15

    h-index

1–5