Concepedia

Model Consolidation

Model Consolidation is a singular academic contribution that integrates, refines, or synthesizes existing models, methods, or frameworks within a domain to produce a unified, more effective, or generalized approach that advances the state of the art.

12

Publications

645

Citations

49

Authors

20

Institutions

Publications per year

2017–2026

5

Parents

Publications

12

Class-incremental Learning via Deep Model Consolidation

Junting Zhang, Jie Zhang, Shalini Ghosh et al. · 2020 · 329 citations

, , +10

Lightweight Automatic Modulation Classification Based on Decentralized Learning

Xue Fu, Guan Gui, Yu Wang et al. · IEEE Transactions on Cognitive Communications and Networking · 2021 · 86 citations

, , +17

A consolidation model for estimating the settlement of warm permafrost

Hu Zhang, Jianming Zhang, Zhilong Zhang et al. · Computers and Geotechnics · 2016 · 43 citations

, , +9

Class-incremental Learning via Deep Model Consolidation

Junting Zhang, Jie Zhang, Shalini Ghosh et al. · arXiv (Cornell University) · 2019 · 29 citations · Full text

, , +10

Consolidation of Information. A Handbook on Evaluation, Restructuring and Repackaging of Scientific and Technical Information. Pilot Edition.

Tefko Saračević, Judith B. Wood · 1981 · 25 citations

, , +16

1–5 of 12

Authors

49

  1. SG
    Shalini Ghosh

    University of Calcutta, India

    2 publications · 358 citations

    2

    h-index

  2. JZ
    Jie Zhang

    Yulin Normal University, China

    2 publications · 358 citations

    2

    h-index

  3. CJ
    C.‐C. Jay Kuo

    University of Southern California, United States

    2 publications · 358 citations

    2

    h-index

  4. DL
    Dawei Li

    Samsung (United States), United States

    2 publications · 358 citations

    2

    h-index

  5. LH
    Larry Heck

    Microsoft (United States), United States

    2 publications · 358 citations

    2

    h-index

1–5 of 49

Institutions

20

  1. Friedrich-Alexander-Universität Erlangen-Nürnberg

    Erlangen, Germany

    1 h-index

    7 publications

    112 citations

  2. Centre for Polar Observation and Modelling

    Leeds, United Kingdom

    1 h-index

    2 publications

    32 citations

  3. Research!America (United States)

    Alexandria, United States

    1 h-index

    3 publications

    987 citations

  4. Kobe University

    Kobe, Japan

    1 h-index

    1 publications

    25 citations

  5. Nanjing University of Posts and Telecommunications

    Nanjing, China

    1 h-index

    3 publications

    258 citations

  6. University of Southern California

    Los Angeles, United States

    1 h-index

    4 publications

    1.3K citations

  7. Samsung (United States)

    Ridgefield Park, United States

    1 h-index

    3 publications

    987 citations

  8. University College London

    London, United Kingdom

    1 h-index

    3 publications

    48 citations

1–8 of 20

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 42 citations

    2

    h-index

  2. Journal of Geophysical Research Atmospheres

    JGR · 2 publications · 40 citations

    2

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Computer Aided Surgery

    CAS · 1 publications · 16 citations

    1

    h-index

1–5