Concepedia

Visual Commonsense Reasoning

Visual Commonsense Reasoning is a computational framework in the domain of Visual Question Answering that integrates perceptual understanding with background knowledge to infer plausible, human-like inferences about visual scenes by reasoning beyond observable content to encompass implicit, everyday knowledge.

85

Publications

8.3K

Citations

317

Authors

93

Institutions

Publications per year

2017–2026

70

Variants

Vcr

Parents

Publications

85

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh et al. · arXiv (Cornell University) · 2019 · 1.7K citations · Full text

, , +16

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh et al. · Neural Information Processing Systems · 2019 · 907 citations

, , +16

VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Weijie Su, Xizhou Zhu, Yue Cao et al. · arXiv (Cornell University) · 2019 · 785 citations · Full text

, , +14

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training

Gen Li, Nan Duan, Yuejian Fang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 745 citations · Full text

, , +16

VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Weijie Su, Xizhou Zhu, Yue Cao et al. · International Conference on Learning Representations · 2020 · 306 citations

, , +14

1–5 of 85

Authors

317

  1. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    5 publications · 2.7K citations

    5

    h-index

  2. XL
    Xiaodan Liang

    Sun Yat-sen University, China

    4 publications · 151 citations

    4

    h-index

  3. JL
    Jiasen Lu

    Georgia Institute of Technology, United States

    4 publications · 2.7K citations

    4

    h-index

  4. LL
    Liang Lin

    Sun Yat-sen University, China

    4 publications · 217 citations

    4

    h-index

  5. CB
    Chitta Baral

    Arizona State University, United States

    3 publications · 118 citations

    3

    h-index

1–5 of 317

Institutions

93

  1. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    5 h-index

    18 publications

    5K citations

  2. Sun Yat-sen University

    Guangzhou, China

    4 h-index

    14 publications

    547 citations

  3. Peking University

    Beijing, China

    4 h-index

    13 publications

    2K citations

  4. University of Maryland, College Park

    College Park, United States

    4 h-index

    7 publications

    397 citations

  5. Allen Institute for Artificial Intelligence

    Seattle, United States

    4 h-index

    11 publications

    303 citations

  6. Microsoft (United States)

    Redmond, United States

    4 h-index

    11 publications

    1.9K citations

  7. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    404 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    4 publications

    238 citations

1–8 of 93

Venues

  1. arXiv (Cornell University)

    Repository · 23 publications · 3.7K citations

    17

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 1.2K citations

    8

    h-index

  3. Neural Information Processing Systems

    Conference · 4 publications · 997 citations

    4

    h-index

  4. 2

    h-index

  5. Bristol Research (University of Bristol)

    Repository · 1 publications · 29 citations

    1

    h-index

1–5