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    Computer vision & multimodal· 2013

    DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

    Jeff Donahue (first author) · 2013 · published 2014

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    arXiv 1310.1531OpenAlex W2155541015

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    Why it matters

    Demonstrated pretrained neural activations as reusable features across diverse vision tasks.

    Condensed from the expert lists' notes.

    The record

    First released
    2013 (from arXiv 1310.1531)
    Published
    2014
    Citations
    4,019 citations, as counted by OpenAlex (CC0)
    Awards
    ICML Test of Time
    Named by
    the chatgpt list only
    Score
    0.382 · computed rank 400 · consensus 0.25, must-read 0, citations percentile 0.306 (2010s · vision), awards 1, existing lists 0.5. 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.