Concepedia

Visual Concept Learning

Visual Concept Learning is a computational framework that enables machines to acquire and generalize interpretable visual representations by associating image-derived features with human-understandable semantic concepts through structured learning mechanisms.

574

Publications

93.8K

Citations

1.7K

Authors

507

Institutions

Publications per year

2017–2026

264

Parents

Publications

574

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

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

, , +16

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

International Journal of Computer Vision · 2019 · 5.6K citations · Full text

, , +16

Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy et al. · arXiv (Cornell University) · 2021 · 5.3K citations · Full text

, , +16

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Ranjay Krishna, Yuke Zhu, Oliver Groth et al. · International Journal of Computer Vision · 2017 · 5.2K citations · Full text

, , +16

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

Jeff Donahue, Yangqing Jia, Oriol Vinyals et al. · arXiv (Cornell University) · 2013 · 3.6K citations · Full text

, , +17

1–5 of 574

Authors

1.7K

  1. AA
    Anthony A. Wright

    The University of Texas Health Science Center at Houston, United States

    12 publications · 843 citations

    12

    h-index

  2. JB
    Joshua B. Tenenbaum

    Massachusetts Institute of Technology, United States

    10 publications · 4.2K citations

    10

    h-index

  3. JS
    Jeffrey S. Katz

    Auburn University, United States

    9 publications · 488 citations

    9

    h-index

  4. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    8 publications · 21.8K citations

    8

    h-index

  5. AT
    Antonio Torralba

    Massachusetts Institute of Technology, United States

    8 publications · 762 citations

    8

    h-index

1–5 of 1.7K

Institutions

507

  1. Google (United States)

    Mountain View, United States

    18 h-index

    50 publications

    5.2K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    17 h-index

    42 publications

    6.3K citations

  3. Tsinghua University

    Beijing, China

    16 h-index

    24 publications

    2.4K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    30 publications

    5.8K citations

  5. Stanford University

    Stanford, United States

    14 h-index

    43 publications

    43.5K citations

  6. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    40 publications

    1.8K citations

  7. IBM (United States)

    Armonk, United States

    12 h-index

    31 publications

    810 citations

  8. California Institute of Technology

    Pasadena, United States

    10 h-index

    20 publications

    11K citations

1–8 of 507

Venues

  1. arXiv (Cornell University)

    Repository · 81 publications · 12.4K citations

    33

    h-index

  2. IEEE Transactions on Multimedia

    13 publications · 764 citations

    12

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 12 publications · 740 citations

    12

    h-index

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 11 publications · 3.8K citations

    11

    h-index

  5. Neuropsychologia

    6 publications · 528 citations

    6

    h-index

1–5