Concepedia

Pruning Masks

Pruning Masks is a methodological construct in machine learning that specifies a binary or sparse pattern of weight retention and removal within a neural network, enabling structured or unstructured pruning by identifying which parameters to preserve during model compression.

13

Publications

393

Citations

52

Authors

25

Institutions

Publications per year

2017–2026

12

Parents

Publications

13

Carrying Out CNN Channel Pruning in a White Box

IEEE Transactions on Neural Networks and Learning Systems · 2022 · 64 citations

, , +15

X-Pruner: eXplainable Pruning for Vision Transformers

Yu Lu, Wei Xiang · 2023 · 62 citations

, , +13

Structured Pruning of Convolutional Neural Networks via L1 Regularization

Chen Yang, Zhenghong Yang, Abdul Mateen Khattak et al. · IEEE Access · 2019 · 37 citations · Full text

, , +14

Compact Deep Convolutional Neural Networks With Coarse Pruning

Sajid Anwar, Wonyong Sung · arXiv (Cornell University) · 2016 · 37 citations · Full text

, , +16

Prior Gradient Mask Guided Pruning-Aware Fine-Tuning

Linhang Cai, Zhulin An, Chuanguang Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 36 citations · Full text

, , +16

1–5 of 13

Authors

52

  1. WS
    Wonyong Sung

    Seoul National University, South Korea

    2 publications · 52 citations

    2

    h-index

  2. SA
    Sajid Anwar

    Institute of Management Sciences Peshawar, Pakistan

    2 publications · 52 citations

    2

    h-index

  3. XS
    Xinglong Sun

    The University of Texas at Austin, United States

    1 publications · 22 citations

    1

    h-index

  4. SS
    Saku Sugawara

    National Institute of Informatics, Japan

    1 publications · 15 citations

    1

    h-index

  5. TC
    Tianlong Chen

    The University of Texas at Austin, United States

    1 publications · 29 citations

    1

    h-index

1–5 of 52

Institutions

25

  1. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    97 citations

  2. La Trobe University

    Melbourne, Australia

    1 h-index

    1 publications

    62 citations

  3. The University of Tokyo

    Tokyo, Japan

    1 h-index

    2 publications

    30 citations

  4. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    72 citations

  5. Peng Cheng Laboratory

    Shenzhen, China

    1 h-index

    3 publications

    192 citations

  6. Universidad del Noreste

    Tampico, Mexico

    1 h-index

    2 publications

    50 citations

  7. Dalian University of Technology

    Dalian, China

    1 h-index

    1 publications

    21 citations

  8. Shahid Beheshti University

    Tehran, Iran

    1 h-index

    2 publications

    28 citations

1–8 of 25

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 66 citations

    2

    h-index

  2. 1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 36 citations

    1

    h-index

  4. 1

    h-index

  5. Medical Physics

    1 publications · 14 citations

    1

    h-index

1–5