Concepedia

Latent Space Interpretation

Latent Space Interpretation is a computational framework in multi-omics analysis that identifies and characterizes biologically meaningful representations by decoding abstract, reduced-dimensional embeddings derived from heterogeneous omics data.

546

Publications

34.3K

Citations

2K

Authors

617

Institutions

Publications per year

2017–2026

455

Parents

Publications

546

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules.

Rafael Gómez‐Bombarelli, Jennifer N. Wei, David Duvenaud et al. · Cambridge University Engineering Department Publications Database · 2018 · 2K citations · Full text

, , +16

Reading Tea Leaves: How Humans Interpret Topic Models

Jonathan Chang, Sean Gerrish, Chong Wang et al. · 2009 · 1.9K citations

, , +12

Interpreting the Latent Space of GANs for Semantic Face Editing

Yujun Shen, Jinjin Gu, Xiaoou Tang et al. · 2020 · 1K citations

, , +10

SPECTRAL CLUSTERING AND THE HIGH-DIMENSIONAL STOCHASTIC BLOCKMODEL

Karl Rohe, Sourav Chatterjee, Bin Yu · 2013 · 799 citations

, , +16

Model-Based Clustering for Social Networks

Mark S. Handcock, Adrian E. Raftery, Jeremy Tantrum · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2007 · 798 citations · Full text

, , +15

1–5 of 546

Authors

2K

  1. BZ
    Bolei Zhou

    Chinese University of Hong Kong, Hong Kong SAR China

    6 publications · 1.7K citations

    6

    h-index

  2. YS
    Yujun Shen

    Chinese University of Hong Kong, Hong Kong SAR China

    5 publications · 1.7K citations

    5

    h-index

  3. AE
    Adrian E. Raftery

    University of Washington, United States

    4 publications · 1K citations

    4

    h-index

  4. DC
    Daniel Cohen‐Or

    Tel Aviv University, Israel

    4 publications · 1.1K citations

    4

    h-index

  5. MD
    Michael D. Ward

    Duke University, United States

    4 publications · 335 citations

    4

    h-index

1–5 of 2K

Institutions

617

  1. University of Washington

    Seattle, United States

    15 h-index

    49 publications

    4.5K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    19 publications

    1.3K citations

  3. Tsinghua University

    Beijing, China

    10 h-index

    25 publications

    1.8K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    28 publications

    1K citations

  5. Zhejiang University

    Hangzhou, China

    9 h-index

    23 publications

    701 citations

  6. Tencent (China)

    Shenzhen, China

    9 h-index

    17 publications

    686 citations

  7. University of Oxford

    Oxford, United Kingdom

    8 h-index

    30 publications

    1.5K citations

  8. Duke University

    Durham, United States

    8 h-index

    20 publications

    2.9K citations

1–8 of 617

Venues

  1. arXiv (Cornell University)

    Repository · 68 publications · 3.5K citations

    24

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 11 publications · 488 citations

    13

    h-index

  3. ACM Transactions on Graphics

    TOG · 14 publications · 1.7K citations

    13

    h-index

  4. Bioinformatics

    12 publications · 764 citations

    12

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 1K citations

    11

    h-index

1–5