Concepedia

Visual Question Answering

Visual Question Answering is a multidisciplinary task in computer vision and natural language processing that requires a system to generate accurate and contextually appropriate answers to natural language questions based on the content of a given image.

2.9K

Publications

257.4K

Citations

8.8K

Authors

1.4K

Institutions

Publications per year

2017–2026

2.4K

Variants

Vqa

Parents

Children

Publications

2.9K

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

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

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

, , +16

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Ranjay Krishna, Yuke Zhu, Oliver Groth et al. · International Journal of Computer Vision · 2017 · 5.2K citations · Full text

, , +16

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

Peter Anderson, Xiaodong He, Chris Buehler et al. · 2018 · 5.1K citations

, , +14

1–5 of 2.9K

Authors

8.8K

  1. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    55 publications · 37.3K citations

    33

    h-index

  2. QW
    Qi Wu

    The University of Adelaide, Australia

    45 publications · 4.6K citations

    33

    h-index

  3. DB
    Dhruv Batra

    Georgia Institute of Technology, United States

    52 publications · 37.2K citations

    32

    h-index

  4. AV
    Anton van den Hengel

    The University of Adelaide, Australia

    41 publications · 4.1K citations

    29

    h-index

  5. ZG
    Zhe Gan

    Microsoft Research (United Kingdom), United Kingdom

    30 publications · 3.7K citations

    27

    h-index

1–5 of 8.8K

Institutions

1.4K

  1. Carnegie Mellon University

    Pittsburgh, United States

    40 h-index

    154 publications

    19.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    40 h-index

    252 publications

    13.9K citations

  3. The University of Adelaide

    Adelaide, Australia

    38 h-index

    155 publications

    23.8K citations

  4. Google (United States)

    Mountain View, United States

    36 h-index

    246 publications

    25.7K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    35 h-index

    177 publications

    8.9K citations

  6. Stanford University

    Stanford, United States

    34 h-index

    134 publications

    56.9K citations

  7. Tsinghua University

    Beijing, China

    33 h-index

    175 publications

    11.7K citations

  8. Microsoft (United States)

    Redmond, United States

    33 h-index

    148 publications

    32.7K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 497 publications · 47.4K citations

    92

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 80 publications · 8.3K citations

    40

    h-index

  3. Pattern Recognition

    55 publications · 2.8K citations

    31

    h-index

  4. Neurocomputing

    73 publications · 2.9K citations

    31

    h-index

  5. IEEE Transactions on Image Processing

    31 publications · 2.2K citations

    26

    h-index

1–5