Concepedia

Multi-modal Retrieval

Multi-Modal Retrieval is a retrieval paradigm that enables the joint processing and alignment of information from two or more distinct modalities—such as text, image, audio, and video—to achieve content-based querying and matching across heterogeneous data sources.

686

Publications

38.6K

Citations

2K

Authors

515

Institutions

Publications per year

2017–2026

465

Parents

Publications

686

Adversarial Cross-Modal Retrieval

Bokun Wang, Yang Yang, Xing Xu et al. · 2017 · 772 citations · Full text

, , +14

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

Andrej Karpathy, Armand Joulin, Fei Fei F Li · arXiv (Cornell University) · 2014 · 726 citations · Full text

, , +16

Collective Matrix Factorization Hashing for Multimodal Data

Guiguang Ding, Yuchen Guo, Jile Zhou · 2014 · 694 citations

, , +16

Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization

Dongqing Zhang, Wu-Jun Li · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 645 citations · Full text

, , +16

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval

Chao Li, Cheng Deng, Ning Li et al. · 2018 · 479 citations

, , +16

1–5 of 686

Authors

2K

  1. LN
    Liqiang Nie

    Shandong University, China

    15 publications · 1.1K citations

    15

    h-index

  2. LZ
    Lei Zhu

    Shandong Normal University, China

    15 publications · 876 citations

    15

    h-index

  3. HZ
    Huaxiang Zhang

    Shandong Normal University, China

    16 publications · 726 citations

    15

    h-index

  4. HT
    Heng Tao Shen

    University of Electronic Science and Technology of China, China

    14 publications · 2K citations

    14

    h-index

  5. YY
    Yang Yang

    University of Electronic Science and Technology of China, China

    14 publications · 1.7K citations

    14

    h-index

1–5 of 2K

Institutions

515

  1. University of Electronic Science and Technology of China

    Chengdu, China

    25 h-index

    83 publications

    8.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    161 publications

    10.7K citations

  3. Shandong Normal University

    Jinan, China

    21 h-index

    83 publications

    3.7K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    21 h-index

    53 publications

    3.1K citations

  5. Tsinghua University

    Beijing, China

    20 h-index

    62 publications

    6.8K citations

  6. Zhejiang University

    Hangzhou, China

    19 h-index

    71 publications

    5.8K citations

  7. Peking University

    Beijing, China

    18 h-index

    48 publications

    3.8K citations

  8. National University of Singapore

    Singapore, Singapore

    18 h-index

    42 publications

    4.4K citations

1–8 of 515

Venues

  1. IEEE Transactions on Multimedia

    34 publications · 2.2K citations

    27

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 22 publications · 2.3K citations

    20

    h-index

  3. IEEE Transactions on Image Processing

    22 publications · 2.4K citations

    20

    h-index

  4. arXiv (Cornell University)

    Repository · 37 publications · 2.3K citations

    18

    h-index

  5. 15

    h-index

1–5