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    Computer vision & multimodal· 2021

    Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision

    Chao Jia (first author) · 2021

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    arXiv 2102.05918OpenAlex W3126337491

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    Why it matters

    Demonstrated billion-scale noisy image-text learning without expensive dataset curation.

    Condensed from the expert lists' notes.

    The record

    First released
    2021 (from arXiv 2102.05918)
    Citations
    6,111 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.490 · computed rank 240 · consensus 0.84, must-read 0, citations percentile 0.679 (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.