Concepedia

Higher-order Representation

Higher-Order Representation is a type of mental representation that involves the explicit encoding of relationships, structures, or patterns among lower-order representations, enabling the systematic recombination and generalization of cognitive content through hierarchical abstraction.

193

Publications

11.5K

Citations

468

Authors

266

Institutions

Publications per year

2017–2026

52

Parents

Publications

193

Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks

Christopher Morris, Martin Ritzert, Matthias Fey et al. · 2019 · 1.2K citations

, , +14

Learning, invariance, and generalization in high-order neural networks

C. Lee Giles, Tom Maxwell · Applied Optics · 1987 · 684 citations

, , +11

Global Second-Order Pooling Convolutional Networks

Zilin Gao, Jiangtao Xie, Qilong Wang et al. · 2019 · 486 citations

, , +10

Laplace-Beltrami Eigenfunctions Towards an Algorithm That "Understands" Geometry

Bruno Lévy · 2006 · 428 citations · Full text

, , +17

Poselet Conditioned Pictorial Structures

Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler et al. · 2013 · 386 citations

, , +13

1–5 of 193

Authors

468

  1. DE
    David E. V. Rose

    Centre National de la Recherche Scientifique, France

    3 publications · 123 citations

    3

    h-index

  2. MG
    Martin Grohe

    Humboldt-Universität zu Berlin, Germany

    2 publications · 1.3K citations

    2

    h-index

  3. HQ
    Hoel Queffélec

    Université de Montpellier, France

    2 publications · 81 citations

    2

    h-index

  4. CM
    Christopher Morris

    TU Dortmund University, Germany

    2 publications · 1.3K citations

    2

    h-index

  5. TG
    Tamara G. Kolda

    Sandia National Laboratories California, United States

    2 publications · 291 citations

    2

    h-index

1–5 of 468

Institutions

266

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    8 publications

    461 citations

  2. Harvard University

    Cambridge, United States

    5 h-index

    8 publications

    580 citations

  3. RWTH Aachen University

    Aachen, Germany

    4 h-index

    10 publications

    4.1K citations

  4. University of California, Berkeley

    Berkeley, United States

    4 h-index

    5 publications

    200 citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    6 publications

    199 citations

  6. Microsoft (United States)

    Redmond, United States

    4 h-index

    8 publications

    421 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    164 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    7 publications

    331 citations

1–8 of 266

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 200 citations

    8

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 260 citations

    4

    h-index

  3. 3

    h-index

  4. 3

    h-index

  5. Scientific Reports

    3 publications · 91 citations

    3

    h-index

1–5