the open
    research
    Contribute
    Back to the reading lists

    Computer vision & multimodal· 2020

    Exploring Simple Siamese Representation Learning

    Xinlei Chen (first author) · 2020 · published 2021

    Read the original

    arXiv 2011.10566OpenAlex W3171007011

    On the reading lists

    Why it matters

    SimSiam demonstrated effective learning without negatives, momentum encoders, or large batches.

    Condensed from the expert lists' notes.

    The record

    First released
    2020 (from arXiv 2011.10566)
    Published
    2021
    Citations
    5,313 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.323 · computed rank 550 · consensus 0.37, must-read 0, citations percentile 0.605 (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.