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    Computer vision & multimodal· 2021

    Barlow Twins: Self-Supervised Learning via Redundancy Reduction

    Jure Zbontar (first author) · 2021

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    arXiv 2103.03230OpenAlex W3134652006

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    Why it matters

    Introduced cross-correlation regularization to learn noncollapsed representations without negative examples.

    Condensed from the expert lists' notes.

    The record

    First released
    2021 (from arXiv 2103.03230)
    Citations
    3,315 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.351 · computed rank 476 · consensus 0.61, must-read 0, citations percentile 0.481 (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.