Concepedia

Image Question Answering

Image Question Answering is a subfield of artificial intelligence that, within the broader domain of multimodal understanding, specifically entails the development and study of computational systems capable of generating natural language answers to unconstrained questions about digital images by jointly processing visual and textual modalities.

397

Publications

48.4K

Citations

1.3K

Authors

376

Institutions

Publications per year

2017–2026

313

Parents

Publications

397

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

LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Hao Tan, Mohit Bansal · 2019 · 2.3K citations · Full text

, , +16

Stacked Attention Networks for Image Question Answering

Zichao Yang, Xiaodong He, Jianfeng Gao et al. · 2016 · 2.1K citations

, , +13

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning

Long Chen, Hanwang Zhang, Jun Xiao et al. · 2017 · 2.1K citations

, , +15

1–5 of 397

Authors

1.3K

  1. QW
    Qi Wu

    The University of Adelaide, Australia

    12 publications · 1.4K citations

    11

    h-index

  2. CS
    Chunhua Shen

    The University of Adelaide, Australia

    11 publications · 1.5K citations

    11

    h-index

  3. AV
    Anton van den Hengel

    The University of Adelaide, Australia

    11 publications · 1.5K citations

    11

    h-index

  4. PW
    Peng Wang

    Northwestern Polytechnical University, China

    9 publications · 1.4K citations

    9

    h-index

  5. JG
    Jianfeng Gao

    Microsoft Research (United Kingdom), United Kingdom

    7 publications · 3.3K citations

    7

    h-index

1–5 of 1.3K

Institutions

376

  1. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    37 publications

    6.4K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    28 publications

    1.4K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    11 h-index

    24 publications

    843 citations

  4. The University of Adelaide

    Adelaide, Australia

    11 h-index

    36 publications

    10.4K citations

  5. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    30 publications

    1.9K citations

  6. Sun Yat-sen University

    Guangzhou, China

    10 h-index

    26 publications

    1.1K citations

  7. National University of Singapore

    Singapore, Singapore

    9 h-index

    20 publications

    3.5K citations

  8. Google (United States)

    Mountain View, United States

    9 h-index

    33 publications

    8.2K citations

1–8 of 376

Venues

  1. arXiv (Cornell University)

    Repository · 97 publications · 8.5K citations

    40

    h-index

  2. Neurocomputing

    13 publications · 864 citations

    13

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 12 publications · 3.7K citations

    12

    h-index

  4. Multimedia Tools and Applications

    13 publications · 324 citations

    11

    h-index

  5. Pattern Recognition

    9 publications · 453 citations

    9

    h-index

1–5