Concepedia

Multimodal Querying

Multimodal Querying is a computational framework that enables users to formulate information retrieval requests through the integrated use of multiple modalities—such as text, image, audio, and video—thereby allowing queries to be expressed and interpreted across heterogeneous data types in a unified semantic space.

88

Publications

3.6K

Citations

370

Authors

157

Institutions

Publications per year

2017–2026

28

Parents

Publications

88

Multimodal Neural Language Models

Ryan Kiros, Ruslan Salakhutdinov, Rich Zemel · 2014 · 568 citations

, , +16

MindReader: Querying Databases Through Multiple Examples

Yoshiharu Ishikawa, R. Subramanya, Christos Faloutsos · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 447 citations · Full text

, , +17

Adding Semantics to Detectors for Video Retrieval

Cees G. M. Snoek, Bouke Huurnink, Laura Hollink et al. · IEEE Transactions on Multimedia · 2007 · 200 citations · Full text

, , +15

GeoIRIS: Geospatial Information Retrieval and Indexing System—Content Mining, Semantics Modeling, and Complex Queries

Chi‐Ren Shyu, M. Klaric, Grant J. Scott et al. · IEEE Transactions on Geoscience and Remote Sensing · 2007 · 182 citations

, , +17

VLT: Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding, Chang Liu, Suchen Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 139 citations · Full text

, , +15

1–5 of 88

Authors

370

  1. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    2 publications · 463 citations

    2

    h-index

  2. CG
    Cees G. M. Snoek

    University of Amsterdam, Netherlands

    2 publications · 212 citations

    2

    h-index

  3. CZ
    Ce Zhang

    Carnegie Mellon University, United States

    2 publications · 68 citations

    2

    h-index

  4. ÖU
    Özgür Ulusoy

    Bilkent University, Türkiye

    2 publications · 59 citations

    2

    h-index

  5. IB
    Ilaria Bartolini

    University of Bologna, Italy

    2 publications · 42 citations

    2

    h-index

1–5 of 370

Institutions

157

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    22 publications

    763 citations

  2. University of Maryland, College Park

    College Park, United States

    3 h-index

    5 publications

    129 citations

  3. Dublin City University

    Dublin, Ireland

    3 h-index

    14 publications

    293 citations

  4. Microsoft (United States)

    Redmond, United States

    2 h-index

    5 publications

    199 citations

  5. National University of Singapore

    Singapore, Singapore

    2 h-index

    5 publications

    103 citations

  6. Northeastern University

    Shenyang, China

    2 h-index

    3 publications

    74 citations

  7. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    9 publications

    434 citations

  8. German Research Centre for Artificial Intelligence

    Kaiserslautern, Germany

    2 h-index

    3 publications

    34 citations

1–8 of 157

Venues

  1. IEEE Transactions on Image Processing

    2 publications · 70 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 65 citations

    2

    h-index

  3. 2

    h-index

  4. IEEE Multimedia

    2 publications · 59 citations

    2

    h-index

  5. Multimedia Tools and Applications

    2 publications · 41 citations

    2

    h-index

1–5