Concepedia

Self-supervised Action Recognition

Self-Supervised Action Recognition is a machine learning approach within video understanding that belongs to the category of action recognition methods, distinguished by its use of automatically generated supervisory signals from unlabeled video data to learn discriminative action representations without manual annotation.

154

Publications

14.6K

Citations

447

Authors

173

Institutions

Publications per year

2017–2026

151

Parents

Publications

154

A Survey on Contrastive Self-Supervised Learning

Ashish Jaiswal · MDPI (MDPI AG) · 2020 · 1.5K citations · Full text

, , +13

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

Maosen Li, Siheng Chen, Xu Chen et al. · 2019 · 1.2K citations

, , +16

VideoBERT: A Joint Model for Video and Language Representation Learning

Chen Sun, Austin Myers, Carl Vondrick et al. · 2019 · 1.1K citations

, , +16

Human Action Recognition and Prediction: A Survey

Yu Kong, Yun Fu · International Journal of Computer Vision · 2022 · 683 citations

, , +12

End-to-End Learning of Visual Representations From Uncurated Instructional Videos

Antoine Miech, Jean-Baptiste Alayrac, Lucas Smaira et al. · 2020 · 588 citations

, , +15

1–5 of 154

Authors

447

  1. AZ
    Andrew Zisserman

    University of Oxford, United Kingdom

    7 publications · 1.7K citations

    8

    h-index

  2. YZ
    Yu Zhou

    Harbin Institute of Technology, China

    6 publications · 410 citations

    6

    h-index

  3. DL
    Dezhao Luo

    University of Chinese Academy of Sciences, China

    6 publications · 410 citations

    6

    h-index

  4. ML
    Mengyuan Liu

    Peking University, China

    3 publications · 226 citations

    5

    h-index

  5. TH
    Tengda Han

    University of Oxford, United Kingdom

    5 publications · 801 citations

    5

    h-index

1–5 of 447

Institutions

173

  1. University of Oxford

    Oxford, United Kingdom

    11 h-index

    17 publications

    3.2K citations

  2. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    24 publications

    1.5K citations

  3. Google (United States)

    Mountain View, United States

    9 h-index

    36 publications

    11.4K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    8 h-index

    17 publications

    1.1K citations

  5. South China University of Technology

    Guangzhou, China

    7 h-index

    18 publications

    945 citations

  6. Peking University

    Beijing, China

    7 h-index

    16 publications

    2.1K citations

  7. University of Central Florida

    Orlando, United States

    6 h-index

    15 publications

    1.1K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    9 publications

    380 citations

1–8 of 173

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 2.2K citations

    20

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 899 citations

    9

    h-index

  3. 9

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 8 publications · 331 citations

    8

    h-index

  5. 4

    h-index

1–5