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    Generative models· 2016

    Density estimation using Real NVP

    Laurent Dinh (first author) · 2016 · published 2017

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    arXiv 1605.08803OpenAlex W2409550820

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    Why it matters

    Made expressive invertible generative models practical with exact likelihood and efficient sampling.

    Condensed from the expert lists' notes.

    The record

    First released
    2016 (from arXiv 1605.08803)
    Published
    2017
    Citations
    4,671 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.347 · computed rank 488 · consensus 0.67, must-read 0, citations percentile 0.417 (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.