Concepedia

Masked Image Modeling

Masked Image Modeling is a self-supervised learning framework that belongs to the class of pretext tasks in computer vision, distinguished by its strategy of reconstructing randomly masked image patches from the visible portions of an input image to learn expressive visual representations.

119

Publications

8.1K

Citations

554

Authors

138

Institutions

Publications per year

2017–2026

114

Parents

Publications

119

SimMIM: a Simple Framework for Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 1.1K citations

, , +10

BEiT: BERT Pre-Training of Image Transformers

Hangbo Bao, Dong Li · arXiv (Cornell University) · 2021 · 927 citations · Full text

, , +16

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing

Fan Liu, Delong Chen, Zhangqingyun Guan et al. · IEEE Transactions on Geoscience and Remote Sensing · 2024 · 323 citations

, , +16

RingMo: A Remote Sensing Foundation Model With Masked Image Modeling

Xian Sun, Peijin Wang, Wanxuan Lu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 270 citations

, , +16

iBOT: Image BERT Pre-Training with Online Tokenizer

Jinghao Zhou, Huiyu Wang, Wei Shen et al. · arXiv (Cornell University) · 2021 · 210 citations · Full text

, , +16

1–5 of 119

Authors

554

  1. HH
    Han Hu

    Microsoft Research Asia (China), China

    7 publications · 1.4K citations

    7

    h-index

  2. ZZ
    Zheng Zhang

    Harbin Institute of Technology, China

    6 publications · 1.4K citations

    6

    h-index

  3. YC
    Yue Cao

    Microsoft Research Asia (China), China

    4 publications · 1.3K citations

    4

    h-index

  4. ZX
    Zhenda Xie

    Tsinghua University, China

    4 publications · 1.3K citations

    4

    h-index

  5. DC
    Dongdong Chen

    University of Science and Technology of China, China

    4 publications · 393 citations

    4

    h-index

1–5 of 554

Institutions

138

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    36 publications

    4.5K citations

  2. Microsoft Research Asia (China)

    Beijing, China

    6 h-index

    28 publications

    7.8K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    21 publications

    2.9K citations

  4. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    3.3K citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    576 citations

  6. Shanghai Artificial Intelligence Laboratory

    Shanghai, China

    4 h-index

    14 publications

    676 citations

  7. Beijing Academy of Artificial Intelligence

    Beijing, China

    4 h-index

    10 publications

    770 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    373 citations

1–8 of 138

Venues

  1. arXiv (Cornell University)

    Repository · 34 publications · 2K citations

    17

    h-index

  2. 10

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 149 citations

    4

    h-index

  4. Remote Sensing

    3 publications · 48 citations

    3

    h-index

  5. 3

    h-index

1–5