Concepedia

Transformer-based Recognition

Transformer-Based Recognition is a paradigm in optical character recognition that employs transformer architectures to model long-range dependencies and contextual relationships in text imagery through self-attention mechanisms, distinguishing itself from convolutional or recurrent approaches by its global receptive field and parallel sequence processing.

330

Publications

81K

Citations

1.4K

Authors

386

Institutions

Publications per year

2017–2026

327

Parents

Publications

330

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

, , +16

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

, , +14

Conformer: Convolution-augmented Transformer for Speech Recognition

Anmol Gulati, James Qin, Chung‐Cheng Chiu et al. · 2020 · 2.7K citations

, , +13

Video Swin Transformer

Ze Liu, Ning Jia, Yue Cao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 1.9K citations

, , +14

Multimodal Learning With Transformers: A Survey

Peng Xu, Xiatian Zhu, David A. Clifton · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 863 citations · Full text

, , +14

1–5 of 330

Authors

1.4K

  1. JF
    Jiashi Feng

    National University of Singapore, Singapore

    5 publications · 980 citations

    5

    h-index

  2. YW
    Yongqiang Wang

    Clemson University, United States

    4 publications · 171 citations

    4

    h-index

  3. SL
    Shujie Liu

    Microsoft Research Asia (China), China

    4 publications · 262 citations

    4

    h-index

  4. YW
    Yixuan Wei

    Tsinghua University, China

    4 publications · 32.5K citations

    4

    h-index

  5. WL
    Wenyu Liu

    Huazhong University of Science and Technology, China

    4 publications · 291 citations

    4

    h-index

1–5 of 1.4K

Institutions

386

  1. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    39 publications

    2.3K citations

  2. Google (United States)

    Mountain View, United States

    11 h-index

    68 publications

    255.6K citations

  3. Microsoft Research Asia (China)

    Beijing, China

    10 h-index

    34 publications

    256K citations

  4. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    37 publications

    4.3K citations

  5. Peng Cheng Laboratory

    Shenzhen, China

    9 h-index

    14 publications

    1.9K citations

  6. Tsinghua University

    Beijing, China

    7 h-index

    12 publications

    36.9K citations

  7. Beijing Academy of Artificial Intelligence

    Beijing, China

    7 h-index

    17 publications

    2.6K citations

  8. University of Science and Technology of China

    Hefei, China

    7 h-index

    18 publications

    32.9K citations

1–8 of 386

Venues

  1. arXiv (Cornell University)

    Repository · 73 publications · 26K citations

    33

    h-index

  2. 17

    h-index

  3. IEEE Access

    8 publications · 280 citations

    8

    h-index

  4. Sensors

    7 publications · 214 citations

    7

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 1.1K citations

    7

    h-index

1–5