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    Generative models· 2015

    Variational Inference with Normalizing Flows

    Danilo Jimenez Rezende (first author) · 2015

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    arXiv 1505.05770OpenAlex W2963090522

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    Why it matters

    Established flexible variational distributions through sequences of invertible transformations.

    Condensed from the expert lists' notes.

    The record

    First released
    2015 (from arXiv 1505.05770)
    Citations
    5,182 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Awards
    ICML Test of Time
    Named by
    both expert lists
    Also relevant to
    Machine learning foundations
    Score
    0.471 · computed rank 267 · consensus 0.55, must-read 0, citations percentile 0.444 (2010s · generative-models), awards 1, 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.