Concepedia

Ensemble Knowledge

Ensemble Knowledge is a scholarly contribution in the field of musical knowledge that integrates multiple individual models, methods, or datasets into a unified framework to enhance analytical accuracy, interpretive depth, or predictive performance in musical contexts.

27

Publications

15K

Citations

111

Authors

39

Institutions

Publications per year

2017–2026

25

Parents

Publications

27

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton, Oriol Vinyals · arXiv (Cornell University) · 2015 · 14K citations · Full text

, , +15

Distilling Knowledge from Ensembles of Neural Networks for Speech Recognition

Yevgen Chebotar, Austin Waters · 2016 · 169 citations

, , +13

Ensemble Knowledge Transfer for Semantic Segmentation

Ishan Nigam, Chen Huang, Deva Ramanan · 2018 · 110 citations

, , +14

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 102 citations · Full text

, , +14

Data-Free Knowledge Distillation for Heterogeneous Federated Learning

Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou · PubMed · 2021 · 66 citations · Full text

, , +15

1–5 of 27

Authors

111

  1. CW
    Cheng Wang

    Shenzhen University, China

    1 publications · 45 citations

    1

    h-index

  2. RZ
    Rui Zou

    Central China Normal University, China

    1 publications · 27 citations

    1

    h-index

  3. XL
    Xiaojie Li

    Chengdu University of Information Technology, China

    1 publications · 58 citations

    1

    h-index

  4. DR
    Dongwei Ren

    Harbin Institute of Technology, China

    1 publications · 17 citations

    1

    h-index

  5. LL
    Lizhi Lei

    Peking University, China

    1 publications · 22 citations

    1

    h-index

1–5 of 111

Institutions

39

  1. Xidian University

    Xi'an, China

    2 h-index

    5 publications

    200 citations

  2. Wuhan University

    Wuhan, China

    2 h-index

    3 publications

    53 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    534 citations

  4. Peking University

    Beijing, China

    2 h-index

    2 publications

    48 citations

  5. Tianjin University

    Tianjin, China

    1 h-index

    4 publications

    68 citations

  6. Hunan University

    Changsha, China

    1 h-index

    4 publications

    260 citations

  7. Laboratoire Lorrain de Recherche en Informatique et ses Applications

    Nancy, France

    1 h-index

    6 publications

    156 citations

  8. Monash University

    Melbourne, Australia

    1 h-index

    1 publications

    21 citations

1–8 of 39

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 14.1K citations

    4

    h-index

  2. Neural Information Processing Systems

    Conference · 1 publications · 58 citations

    1

    h-index

  3. IEEE Transactions on Cybernetics

    1 publications · 16 citations

    1

    h-index

  4. IEEE Transactions on Fuzzy Systems

    TFS · 1 publications · 45 citations

    1

    h-index

  5. Information Sciences

    1 publications · 65 citations

    1

    h-index

1–5