Concepedia

Latent Space Interpolation

Latent Space Interpolation is a generative method that enables the continuous exploration of learned data manifolds by traversing paths between encoded representations within the latent space of a generative model.

37

Publications

2.6K

Citations

150

Authors

65

Institutions

Publications per year

2017–2026

35

Parents

Publications

37

Scaling up GANs for Text-to-Image Synthesis

Minguk Kang, Jun-Yan Zhu, Richard Zhang et al. · 2023 · 368 citations

, , +13

Generating Sentences from a Continuous Space

Samuel R. Bowman, Luke Vilnis, Oriol Vinyals et al. · 2016 · 346 citations · Full text

, , +16

ClusterGAN: Latent Space Clustering in Generative Adversarial Networks

Sudipto Mukherjee, Himanshu Asnani, Eugene Lin et al. · 2019 · 321 citations · Full text

, , +15

Improved Precision and Recall Metric for Assessing Generative Models

Tuomas Kynkäänniemi, Tero Karras, Samuli Laine et al. · arXiv (Cornell University) · 2019 · 250 citations · Full text

, , +14

Deep Fluids: A Generative Network for Parameterized Fluid Simulations

Computer Graphics Forum · 2019 · 246 citations · Full text

, , +14

1–5 of 37

Authors

150

  1. SK
    Sreeram Kannan

    University of Washington, United States

    2 publications · 380 citations

    2

    h-index

  2. AJ
    Alec Jacobson

    University of Toronto, Canada

    2 publications · 60 citations

    2

    h-index

  3. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    2 publications · 20 citations

    2

    h-index

  4. KL
    Kyogu Lee

    Seoul National University, South Korea

    2 publications · 37 citations

    2

    h-index

  5. EL
    Eugene Lin

    China Medical University, Taiwan

    2 publications · 380 citations

    2

    h-index

1–5 of 150

Institutions

65

  1. University of Washington

    Seattle, United States

    3 h-index

    9 publications

    1.5K citations

  2. University of California San Diego

    San Diego, United States

    2 h-index

    7 publications

    371 citations

  3. McGill University

    Montreal, Canada

    2 h-index

    2 publications

    60 citations

  4. Technical University of Munich

    Munich, Germany

    2 h-index

    3 publications

    296 citations

  5. Mila - Quebec Artificial Intelligence Institute

    Montreal, Canada

    2 h-index

    4 publications

    137 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    408 citations

  7. Tencent (China)

    Shenzhen, China

    2 h-index

    4 publications

    177 citations

  8. ETH Zurich

    Zurich, Switzerland

    2 h-index

    8 publications

    1K citations

1–8 of 65

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 542 citations

    10

    h-index

  2. ACM Transactions on Graphics

    TOG · 1 publications · 20 citations

    1

    h-index

  3. RECERCAT (Consorci de Serveis Universitaris de Catalunya)

    Repository · 1 publications · 30 citations

    1

    h-index

  4. PLoS Computational Biology

    1 publications · 55 citations

    1

    h-index

  5. Computer Graphics Forum

    1 publications · 246 citations

    1

    h-index

1–5