Concepedia

Multimodal Topic Modeling

Multimodal Topic Modeling is a computational framework within topic modeling that integrates and analyzes multiple modalities of data—such as text, image, audio, or video—to jointly discover latent thematic structures that are coherent across different forms of representation.

120

Publications

5.4K

Citations

422

Authors

202

Institutions

Publications per year

2017–2026

69

Parents

Publications

120

MMALFM

Zhiyong Cheng, Xiaojun Chang, Lei Zhu et al. · ACM Transactions on Information Systems · 2019 · 235 citations · Full text

, , +13

Learning cross-modality similarity for multinomial data

Yangqing Jia, Mathieu Salzmann, Trevor Darrell · 2011 · 197 citations

, , +14

Machine learning approaches to facial and text analysis: Discovering CEO oral communication styles

Prithwiraj Choudhury, Dan Wang, Natalie Carlson et al. · Strategic Management Journal · 2019 · 194 citations

, , +17

Topic regression multi-modal Latent Dirichlet Allocation for image annotation

Duangmanee Putthividhy, Hagai Attias, Srikantan S. Nagarajan · 2010 · 194 citations

, , +15

Tracking in unstructured crowded scenes

Mikel Rodríguez, Saad Ali, Takeo Kanade · 2009 · 192 citations · Full text

, , +14

1–5 of 120

Authors

422

  1. CX
    Changsheng Xu

    Chinese Academy of Sciences, China

    7 publications · 428 citations

    7

    h-index

  2. SQ
    Shengsheng Qian

    Institute of Automation, China

    6 publications · 364 citations

    6

    h-index

  3. TZ
    Tianzhu Zhang

    University of Science and Technology of China, China

    4 publications · 300 citations

    4

    h-index

  4. QH
    Qingming Huang

    University of Chinese Academy of Sciences, China

    4 publications · 77 citations

    4

    h-index

  5. BB
    Bing‐Kun Bao

    Nanjing University of Posts and Telecommunications, China

    3 publications · 229 citations

    3

    h-index

1–5 of 422

Institutions

202

  1. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    28 publications

    1.8K citations

  2. Tsinghua University

    Beijing, China

    6 h-index

    13 publications

    711 citations

  3. Institute of Automation

    Beijing, China

    6 h-index

    12 publications

    929 citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    13 publications

    569 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    10 publications

    889 citations

  6. Columbia University

    New York, United States

    4 h-index

    14 publications

    630 citations

  7. Renmin University of China

    Beijing, China

    4 h-index

    10 publications

    426 citations

  8. University of Rochester

    Rochester, United States

    3 h-index

    11 publications

    1.2K citations

1–8 of 202

Venues

  1. IEEE Transactions on Multimedia

    8 publications · 525 citations

    8

    h-index

  2. IEEE Access

    5 publications · 113 citations

    5

    h-index

  3. Neurocomputing

    4 publications · 121 citations

    4

    h-index

  4. arXiv (Cornell University)

    Repository · 4 publications · 87 citations

    4

    h-index

  5. 3

    h-index

1–5