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    Computer vision & multimodal· 2019

    ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

    Jiasen Lu (first author) · 2019

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    arXiv 1908.02265OpenAlex W2966715458

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    Why it matters

    Pioneered two-stream BERT-style cross-modal pretraining transferable across vision-language tasks.

    Condensed from the expert lists' notes.

    The record

    First released
    2019 (from arXiv 1908.02265)
    Citations
    4,742 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.445 · computed rank 300 · consensus 0.81, must-read 0, citations percentile 0.576 (2010s · 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.