Concepedia

Image Captioning

Image Captioning is a natural language generation task that involves generating a coherent and contextually accurate textual description of the visual content in an image, distinguished from other language generation tasks by its reliance on multimodal input grounded in computer vision.

1.6K

Publications

206.6K

Citations

4.4K

Authors

878

Institutions

Publications per year

2017–2026

1.4K

Variants

Image Caption Generation

Parents

Publications

1.6K

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

, , +16

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu, Jimmy Ba, Ryan Kiros et al. · arXiv (Cornell University) · 2015 · 7.5K citations · Full text

, , +15

Show and tell: A neural image caption generator

Oriol Vinyals, Alexander Toshev, Samy Bengio et al. · 2015 · 6.4K citations

, , +12

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

International Journal of Computer Vision · 2019 · 5.6K citations · Full text

, , +16

Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy et al. · arXiv (Cornell University) · 2021 · 5.3K citations · Full text

, , +16

1–5 of 1.6K

Authors

4.4K

  1. HZ
    Hanwang Zhang

    Nanyang Technological University, Singapore

    23 publications · 5.1K citations

    21

    h-index

  2. XH
    Xiaodong He

    Microsoft (United States), United States

    21 publications · 9K citations

    20

    h-index

  3. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    18 publications · 33.3K citations

    18

    h-index

  4. ZG
    Zhe Gan

    Microsoft Research (United Kingdom), United Kingdom

    19 publications · 3.2K citations

    17

    h-index

  5. JL
    Jiebo Luo

    University of Rochester, United States

    19 publications · 3K citations

    16

    h-index

1–5 of 4.4K

Institutions

878

  1. Chinese Academy of Sciences

    Beijing, China

    38 h-index

    186 publications

    10.6K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    33 h-index

    141 publications

    9.2K citations

  3. Google (United States)

    Mountain View, United States

    33 h-index

    183 publications

    71.4K citations

  4. Tencent (China)

    Shenzhen, China

    26 h-index

    74 publications

    7.7K citations

  5. Nanyang Technological University

    Singapore, Singapore

    25 h-index

    73 publications

    9.1K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    24 h-index

    65 publications

    5K citations

  7. Sun Yat-sen University

    Guangzhou, China

    23 h-index

    93 publications

    5.5K citations

  8. University of Science and Technology of China

    Hefei, China

    22 h-index

    86 publications

    8.5K citations

1–8 of 878

Venues

  1. arXiv (Cornell University)

    Repository · 312 publications · 45.4K citations

    75

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 62 publications · 5.9K citations

    35

    h-index

  3. IEEE Transactions on Multimedia

    37 publications · 3.1K citations

    28

    h-index

  4. Neurocomputing

    31 publications · 1.6K citations

    23

    h-index

  5. IEEE Access

    34 publications · 1.1K citations

    21

    h-index

1–5