Concepedia

Visual Learning

Visual Learning is a computational framework that enables systems to acquire and refine knowledge through the processing and interpretation of visual stimuli, distinguishing itself by integrating perceptual representations with structured learning mechanisms to support tasks involving visual memory formation and recall.

1.5K

Publications

117.3K

Citations

4K

Authors

1.3K

Institutions

Publications per year

2017–2026

416

Parents

Publications

1.5K

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi et al. · arXiv (Cornell University) · 2020 · 7.3K citations · Full text

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Learning realistic human actions from movies

Ivan Laptev, Marcin Marszałek, Cordelia Schmid et al. · 2008 · 3.5K citations · Full text

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beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins, Löıc Matthey, Arka Pal et al. · International Conference on Learning Representations · 2017 · 3.1K citations

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Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun, Abhinav Shrivastava, Saurabh Singh et al. · 2017 · 2.3K citations

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How Does the Brain Solve Visual Object Recognition?

James J. DiCarlo, Davide Zoccolan, Nicole C. Rust · Neuron · 2012 · 1.9K citations · Full text

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1–5 of 1.5K

Authors

4K

  1. DG
    David Gaffan

    University of Oxford, United Kingdom

    20 publications · 2.2K citations

    19

    h-index

  2. TW
    Takeo Watanabe

    Brown University, United States

    16 publications · 684 citations

    15

    h-index

  3. AR
    Aaron R. Seitz

    University of California, Riverside, United States

    16 publications · 1.2K citations

    15

    h-index

  4. YS
    Yuka Sasaki

    Brown University, United States

    12 publications · 716 citations

    12

    h-index

  5. YJ
    Yuhong Jiang

    University of Minnesota, United States

    11 publications · 1.3K citations

    11

    h-index

1–5 of 4K

Institutions

1.3K

  1. University of Oxford

    Oxford, United Kingdom

    28 h-index

    96 publications

    6.7K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    22 h-index

    46 publications

    9.3K citations

  3. Harvard University

    Cambridge, United States

    21 h-index

    49 publications

    2.6K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    20 h-index

    79 publications

    2.4K citations

  5. University College London

    London, United Kingdom

    19 h-index

    62 publications

    8.5K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    18 h-index

    56 publications

    4K citations

  7. Brown University

    Providence, United States

    18 h-index

    73 publications

    3.9K citations

  8. Yale University

    New Haven, United States

    18 h-index

    40 publications

    8K citations

1–8 of 1.3K

Venues

  1. Journal of Neuroscience

    30 publications · 3.4K citations

    25

    h-index

  2. arXiv (Cornell University)

    Repository · 43 publications · 10.9K citations

    20

    h-index

  3. Proceedings of the National Academy of Sciences

    PNAS · 23 publications · 4.2K citations

    20

    h-index

  4. Current Biology

    20 publications · 1.8K citations

    20

    h-index

  5. Journal of Vision

    32 publications · 1.2K citations

    19

    h-index

1–5