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    Generative models· 2019

    Analyzing and Improving the Image Quality of StyleGAN

    Tero Karras (first author) · 2019 · published 2020

    Read the original

    DOI 10.1109/cvpr42600.2020.00813arXiv 1912.04958OpenAlex W2995327724

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    Why it matters

    Removed synthesis artifacts and improved fidelity through architectural changes and regularization.

    Condensed from the expert lists' notes.

    The record

    First released
    2019 (from arXiv 1912.04958)
    Published
    2020
    Citations
    7,281 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.386 · computed rank 391 · consensus 0.41, must-read 0, citations percentile 0.75 (2010s · generative-models), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.