Concepedia

Explainable Visual Question Answering

Explainable Visual Question Answering is a visual question answering paradigm that, as an extension of standard visual question answering, incorporates mechanisms to generate human-interpretable justifications or rationales for its answers, thereby exposing the reasoning process and grounding of multimodal inferences.

57

Publications

3.5K

Citations

172

Authors

66

Institutions

Publications per year

2017–2026

54

Variants

Explainable Vqa

Parents

Publications

57

Counterfactual Samples Synthesizing for Robust Visual Question Answering

Long Chen, Xin Yan, Jun Xiao et al. · 2020 · 345 citations

, , +10

Grad-CAM: Why did you say that?

Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam et al. · arXiv (Cornell University) · 2016 · 327 citations · Full text

, , +14

A survey of visual analytics for Explainable Artificial Intelligence methods

Bo Sun · Computers & Graphics · 2021 · 224 citations

, , +14

Explicit Knowledge-based Reasoning for Visual Question Answering

Peng Wang, Qi Wu, Chunhua Shen et al. · 2017 · 173 citations · Full text

, , +14

CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations

Leila Arras, Ahmed Osman, Wojciech Samek · Information Fusion · 2021 · 164 citations · Full text

, , +16

1–5 of 57

Authors

172

  1. JX
    Jun Xiao

    Zhejiang University, China

    4 publications · 421 citations

    4

    h-index

  2. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    4 publications · 440 citations

    4

    h-index

  3. JL
    Jiebo Luo

    University of Rochester, United States

    4 publications · 128 citations

    4

    h-index

  4. HZ
    Hanwang Zhang

    Nanyang Technological University, Singapore

    4 publications · 421 citations

    4

    h-index

  5. LC
    Long Chen

    Zhejiang University, China

    4 publications · 421 citations

    4

    h-index

1–5 of 172

Institutions

66

  1. The University of Texas at Austin

    Austin, United States

    4 h-index

    9 publications

    473 citations

  2. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    6 publications

    462 citations

  3. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    505 citations

  4. University of Science and Technology of China

    Hefei, China

    3 h-index

    4 publications

    169 citations

  5. University of Rochester

    Rochester, United States

    3 h-index

    6 publications

    226 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    608 citations

  7. Zhejiang University

    Hangzhou, China

    3 h-index

    10 publications

    1.6K citations

  8. Meta (Israel)

    Tel Aviv, Israel

    3 h-index

    6 publications

    252 citations

1–8 of 66

Venues

  1. arXiv (Cornell University)

    Repository · 19 publications · 1.2K citations

    15

    h-index

  2. 2

    h-index

  3. Image and Vision Computing

    2 publications · 30 citations

    2

    h-index

  4. IEEE Transactions on Multimedia

    2 publications · 123 citations

    2

    h-index

  5. Information Fusion

    2 publications · 235 citations

    2

    h-index

1–5