Concepedia

Weight Sharing

Weight sharing is a computational mechanism in neural network architecture where the same set of parameters is applied across multiple locations or instances within a model to enforce translational invariance and reduce overall parameter complexity.

180

Publications

22.4K

Citations

626

Authors

237

Institutions

Publications per year

2017–2026

154

Parents

Publications

180

Adversarial Discriminative Domain Adaptation

Eric Tzeng, Judy Hoffman, Kate Saenko et al. · 2017 · 5K citations

, , +14

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Song Han, Huizi Mao, William J. Dally · arXiv (Cornell University) · 2015 · 3.5K citations · Full text

, , +15

Keeping the neural networks simple by minimizing the description length of the weights

Geoffrey E. Hinton, Drew van Camp · 1993 · 976 citations

, , +7

DeepTrust^RT: Confidential Deep Neural Inference Meets Real-Time!

arXiv (Cornell University) · 2024 · 772 citations · Full text

, , +15

Evaluation of convolutional neural networks for visual recognition

C. Nebauer · IEEE Transactions on Neural Networks · 1998 · 612 citations

, , +16

1–5 of 180

Authors

626

  1. ZL
    Zhenguo Li

    Huawei Technologies (Sweden), Sweden

    6 publications · 187 citations

    6

    h-index

  2. MS
    Mathieu Salzmann

    École Polytechnique Fédérale de Lausanne, Switzerland

    5 publications · 375 citations

    5

    h-index

  3. KY
    Kaicheng Yu

    École Polytechnique Fédérale de Lausanne, Switzerland

    5 publications · 375 citations

    5

    h-index

  4. DN
    David Novo

    École Polytechnique Fédérale de Lausanne, Switzerland

    4 publications · 67 citations

    4

    h-index

  5. JF
    Jianlong Fu

    Microsoft Research Asia (China), China

    4 publications · 581 citations

    4

    h-index

1–5 of 626

Institutions

237

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    15 publications

    229 citations

  2. Tsinghua University

    Beijing, China

    6 h-index

    12 publications

    4K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    6 h-index

    11 publications

    467 citations

  4. Stanford University

    Stanford, United States

    5 h-index

    10 publications

    13.3K citations

  5. Google (United States)

    Mountain View, United States

    4 h-index

    22 publications

    1.2K citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    8 publications

    727 citations

  7. Institut des Nanotechnologies de Lyon

    Villeurbanne, France

    4 h-index

    12 publications

    201 citations

  8. Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier

    Montpellier, France

    4 h-index

    4 publications

    67 citations

1–8 of 237

Venues

  1. arXiv (Cornell University)

    Repository · 49 publications · 7.3K citations

    26

    h-index

  2. 4

    h-index

  3. IEEE Access

    4 publications · 318 citations

    4

    h-index

  4. IEEE Transactions on Multimedia

    3 publications · 192 citations

    3

    h-index

  5. Neural Computation

    3 publications · 788 citations

    3

    h-index

1–5