Concepedia

Joint Representation Learning

Joint Representation Learning is a computational approach that, as a member of the class of multi-omics integration methods, constructs a unified latent representation by simultaneously modeling shared and complementary patterns across multiple biological data modalities to enable downstream analyses.

850

Publications

62.1K

Citations

3K

Authors

801

Institutions

Publications per year

2017–2026

657

Variants

Jrl

Parents

Publications

850

VarifocalNet: An IoU-aware Dense Object Detector

Haoyang Zhang, Ying Wang, Feras Dayoub et al. · 2021 · 1K citations

, , +11

Joint Discriminative and Generative Learning for Person Re-Identification

Zhedong Zheng, Xiaodong Yang, Zhiding Yu et al. · 2019 · 859 citations

, , +13

Conformer: Local Features Coupling Global Representations for Visual Recognition

Zhiliang Peng, Wei Huang, Shanzhi Gu et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 781 citations

, , +16

Generalized Focal Loss: Learning Qualified and Distributed Bounding\n Boxes for Dense Object Detection

Li Xiang, Wenhai Wang, Lijun Wu et al. · arXiv (Cornell University) · 2020 · 770 citations · Full text

, , +14

Multi-Task Learning for Dense Prediction Tasks: A Survey

Simon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 762 citations · Full text

, , +15

1–5 of 850

Authors

3K

  1. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    17 publications · 2.4K citations

    15

    h-index

  2. XM
    Xiaoke Ma

    Xidian University, China

    7 publications · 221 citations

    7

    h-index

  3. BL
    Baiying Lei

    Shenzhen University, China

    7 publications · 465 citations

    7

    h-index

  4. JZ
    Jun Zhang

    Tencent (China), China

    6 publications · 615 citations

    6

    h-index

  5. JY
    Jian Yang

    Nanjing University of Science and Technology, China

    6 publications · 1.1K citations

    6

    h-index

1–5 of 3K

Institutions

801

  1. Chinese Academy of Sciences

    Beijing, China

    31 h-index

    124 publications

    10.4K citations

  2. Tsinghua University

    Beijing, China

    21 h-index

    68 publications

    4.9K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    20 h-index

    73 publications

    7.8K citations

  4. Harbin Institute of Technology

    Harbin, China

    19 h-index

    45 publications

    3.2K citations

  5. Xidian University

    Xi'an, China

    19 h-index

    75 publications

    4.1K citations

  6. Sun Yat-sen University

    Guangzhou, China

    18 h-index

    59 publications

    5.8K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    17 h-index

    42 publications

    3.7K citations

  8. Peking University

    Beijing, China

    16 h-index

    50 publications

    2.9K citations

1–8 of 801

Venues

  1. arXiv (Cornell University)

    Repository · 86 publications · 4.5K citations

    33

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 29 publications · 1.8K citations

    22

    h-index

  3. IEEE Transactions on Image Processing

    27 publications · 2.5K citations

    22

    h-index

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 22 publications · 4.7K citations

    21

    h-index

  5. 16

    h-index

1–5