Concepedia

Joint Embedding

Joint Embedding is a computational framework that integrates multiple single-cell omics datasets by mapping them into a shared latent space, enabling comparative analysis while preserving biological variation specific to each dataset.

205

Publications

18.2K

Citations

700

Authors

256

Institutions

Publications per year

2017–2026

173

Parents

Publications

205

Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models

Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel · arXiv (Cornell University) · 2014 · 1.3K citations · Full text

, , +14

Learning Deep Representations of Fine-Grained Visual Descriptions

Scott Reed, Zeynep Akata, Honglak Lee et al. · 2016 · 793 citations

, , +14

Representing Text for Joint Embedding of Text and Knowledge Bases

Kristina Toutanova, Danqi Chen, Patrick Pantel et al. · 2015 · 789 citations · Full text

, , +16

Learning a Deep Embedding Model for Zero-Shot Learning

Li Zhang, Tao Xiang, Shaogang Gong · 2017 · 786 citations

, , +15

Frozen in time: A joint video and image encoder for end-to-end retrieval

Arsha Nagrani, Gül Varol · Oxford University Research Archive (ORA) (University of Oxford) · 2022 · 760 citations

, , +16

1–5 of 205

Authors

700

  1. AZ
    Andrew Zisserman

    University of Oxford, United Kingdom

    7 publications · 494 citations

    7

    h-index

  2. CE
    Carey E. Priebe

    Johns Hopkins University, United States

    5 publications · 161 citations

    5

    h-index

  3. BS
    Bernt Schiele

    Max Planck Institute for Informatics, Germany

    5 publications · 1.1K citations

    5

    h-index

  4. TX
    Tao Xiang

    Queen Mary University of London, United Kingdom

    5 publications · 1K citations

    5

    h-index

  5. ZA
    Zeynep Akata

    Max Planck Institute for Informatics, Germany

    5 publications · 1.1K citations

    5

    h-index

1–5 of 700

Institutions

256

  1. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    16 publications

    1.4K citations

  2. Google (United States)

    Mountain View, United States

    6 h-index

    15 publications

    3.2K citations

  3. Xidian University

    Xi'an, China

    6 h-index

    15 publications

    385 citations

  4. Beihang University

    Beijing, China

    6 h-index

    15 publications

    885 citations

  5. Tsinghua University

    Beijing, China

    5 h-index

    18 publications

    1.6K citations

  6. Harvard University

    Cambridge, United States

    5 h-index

    19 publications

    843 citations

  7. Tencent (China)

    Shenzhen, China

    5 h-index

    21 publications

    2.1K citations

  8. University of Oxford

    Oxford, United Kingdom

    5 h-index

    15 publications

    4K citations

1–8 of 256

Venues

  1. arXiv (Cornell University)

    Repository · 34 publications · 2.7K citations

    21

    h-index

  2. IEEE Transactions on Multimedia

    7 publications · 428 citations

    7

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 693 citations

    4

    h-index

  4. Bioinformatics

    4 publications · 399 citations

    4

    h-index

  5. IEEE Transactions on Cybernetics

    4 publications · 773 citations

    4

    h-index

1–5