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    Computer vision & multimodal· survey· 2012

    Representation Learning: A Review and New Perspectives

    Yoshua Bengio (first author) · 2012 · published 2013

    Read the original

    arXiv 1206.5538OpenAlex W2163922914

    On the reading lists

    Why it matters

    Synthesized principles of good representations, invariance, disentanglement, and deep unsupervised learning.

    Condensed from the expert lists' notes.

    The record

    First released
    2012 (from arXiv 1206.5538)
    Published
    2013
    Citations
    14,430 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    the chatgpt list only

    Editor's notes

    • Classed as survey: An explicit review article (TPAMI). (AI draft (Claude), not yet reviewed, 2026-10-29)

    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.