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    Safety, alignment & interpretability· 2016

    Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

    Ramprasaath R. Selvaraju (first author) · 2016 · published 2017

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    DOI 10.1109/iccv.2017.74arXiv 1610.02391OpenAlex W2962858109

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    Why it matters

    Made class-specific visual explanations accessible across convolutional architectures and computer vision applications.

    Condensed from the expert lists' notes.

    The record

    First released
    2016 (from arXiv 1610.02391)
    Published
    2017
    Citations
    30,248 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.669 · computed rank 91 · consensus 0.91, must-read 0.5, citations percentile 0.989 (2010s · safety), 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.