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    Computer vision & multimodal· 2022

    BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

    Junnan Li (first author) · 2022

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    arXiv 2201.12086OpenAlex W4226182655

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    Why it matters

    Unified understanding and generation through bootstrapped captions and noise filtering.

    Condensed from the expert lists' notes.

    The record

    First released
    2022 (from arXiv 2201.12086)
    Citations
    7,483 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.586 · computed rank 165 · consensus 0.85, must-read 0.5, citations percentile 0.802 (2020s · vision), 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.