Concepedia

Continual Meta-learning

Continual Meta-Learning is a meta-learning paradigm that enables a model to progressively adapt and accumulate knowledge across sequentially encountered tasks while retaining the ability to generalize to new tasks without forgetting previously acquired meta-knowledge.

42

Publications

1.9K

Citations

164

Authors

69

Institutions

Publications per year

2017–2026

38

Parents

Publications

42

Meta Networks

Tsendsuren Munkhdalai, Hong Yu · arXiv (Cornell University) · 2017 · 214 citations · Full text

, , +15

Meta networks

Tsendsuren Munkhdalai, Hong Yu · International Conference on Machine Learning · 2017 · 197 citations

, , +15

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Shuangming Yang, Jiangtong Tan, Badong Chen · Entropy · 2022 · 156 citations · Full text

, , +15

A proposition on memes and meta-memes in computing for higher-order learning

Ryan Meuth, Meng‐Hiot Lim, Yew-Soon Ong et al. · Memetic Computing · 2009 · 124 citations

, , +11

Hierarchically Structured Meta-learning

Huaxiu Yao, Ying Wei, Junzhou Huang et al. · arXiv (Cornell University) · 2019 · 117 citations · Full text

, , +14

1–5 of 42

Authors

164

  1. TM
    Tsendsuren Munkhdalai

    Chungbuk National University, South Korea

    3 publications · 436 citations

    3

    h-index

  2. HY
    Hong Yu

    University of Massachusetts Amherst, United States

    3 publications · 436 citations

    3

    h-index

  3. GG
    Gunshi Gupta

    International Institute of Information Technology, Hyderabad, India

    2 publications · 53 citations

    2

    h-index

  4. PR
    Pau Rodríguez

    Universitat Autònoma de Barcelona, Spain

    2 publications · 25 citations

    2

    h-index

  5. LC
    Laurent Charlin

    HEC Montréal, Canada

    2 publications · 25 citations

    2

    h-index

1–5 of 164

Institutions

69

  1. University of Massachusetts Boston

    Boston, United States

    3 h-index

    6 publications

    872 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    222 citations

  3. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    5 publications

    85 citations

  4. Shandong Institute of Automation

    Jinan, China

    2 h-index

    4 publications

    66 citations

  5. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    2 publications

    175 citations

  6. Pennsylvania State University

    State College, United States

    2 h-index

    2 publications

    131 citations

  7. McGovern Institute for Brain Research

    Cambridge, United States

    2 h-index

    2 publications

    128 citations

  8. The University of Queensland

    Brisbane, Australia

    2 h-index

    5 publications

    117 citations

1–8 of 69

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 763 citations

    13

    h-index

  2. Symmetry

    1 publications · 16 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 26 citations

    1

    h-index

  4. Neuron

    1 publications · 55 citations

    1

    h-index

  5. PubMed

    Repository · 1 publications · 25 citations

    1

    h-index

1–5