Concepedia

Multimodal Metric Learning

Multimodal Metric Learning is a metric learning framework that learns a unified distance function across multiple modalities by preserving semantic similarity relationships while accounting for cross-modal variations in feature representation.

75

Publications

4.6K

Citations

287

Authors

133

Institutions

Publications per year

2017–2026

57

Parents

Publications

75

Cross-Modality Person Re-Identification with Generative Adversarial Training

Pingyang Dai, Rongrong Ji, Haibin Wang et al. · 2018 · 434 citations · Full text

, , +12

RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection

Leonid Karlinsky, Joseph Shtok, Sivan Harary et al. · 2019 · 396 citations

, , +12

Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking

Jun Yu, Xiaokang Yang, Fei Gao et al. · IEEE Transactions on Cybernetics · 2016 · 371 citations

, , +16

Discriminative Multimetric Learning for Kinship Verification

Haibin Yan, Jiwen Lu, Weihong Deng et al. · IEEE Transactions on Information Forensics and Security · 2014 · 221 citations

, , +12

Learning Memory-Augmented Unidirectional Metrics for Cross-modality Person Re-identification

Jialun Liu, Yifan Sun, Feng Zhu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 198 citations

, , +13

1–5 of 75

Authors

287

  1. YS
    Yinghuan Shi

    Nanjing University, China

    4 publications · 125 citations

    4

    h-index

  2. HY
    Hujun Yin

    University of Manchester, United Kingdom

    4 publications · 125 citations

    4

    h-index

  3. JH
    Jing Huo

    Nanjing University, China

    4 publications · 125 citations

    4

    h-index

  4. YG
    Yang Gao

    Nanjing University, China

    4 publications · 125 citations

    4

    h-index

  5. QH
    Qinghua Hu

    Tianjin University, China

    3 publications · 97 citations

    3

    h-index

1–5 of 287

Institutions

133

  1. Nanjing University

    Nanjing, China

    6 h-index

    20 publications

    1.3K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    5 h-index

    9 publications

    469 citations

  3. University of Manchester

    Manchester, United Kingdom

    4 h-index

    4 publications

    125 citations

  4. Xiamen University

    Xiamen, China

    4 h-index

    12 publications

    2.5K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    13 publications

    864 citations

  6. Zhejiang University

    Hangzhou, China

    3 h-index

    3 publications

    236 citations

  7. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    9 publications

    370 citations

  8. University of Surrey

    Guildford, United Kingdom

    3 h-index

    7 publications

    259 citations

1–8 of 133

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 121 citations

    5

    h-index

  2. IEEE Transactions on Multimedia

    4 publications · 148 citations

    4

    h-index

  3. Pattern Recognition

    4 publications · 129 citations

    4

    h-index

  4. IEEE Transactions on Image Processing

    3 publications · 196 citations

    3

    h-index

  5. Information Fusion

    2 publications · 146 citations

    2

    h-index

1–5