Concepedia

Online Continual Learning

Online Continual Learning is a subparadigm of continual learning in which a model incrementally learns from a continuous, sequential stream of data instances without revisiting past data, distinguished by its constraint of single-pass learning and immediate adaptation to new information.

136

Publications

6.7K

Citations

421

Authors

144

Institutions

Publications per year

2017–2026

123

Parents

Publications

136

Identifying suspicious URLs

Justin Ma, Lawrence K. Saul, Stefan Savage et al. · 2009 · 504 citations

, , +13

Online continual learning in image classification: An empirical survey

Zheda Mai, Ruiwen Li, Jihwan Jeong et al. · Neurocomputing · 2021 · 381 citations

, , +14

Large Scale Online Learning

Léon Bottou, Y. Le Cun · 2003 · 337 citations

, , +11

Variational Continual Learning

Cuong V. Nguyen, Yingzhen Li, Thang D. Bui et al. · arXiv (Cornell University) · 2017 · 296 citations · Full text

, , +11

Online Continual Learning with Maximal Interfered Retrieval

Rahaf Aljundi, Eugene Belilovsky, Tinne Tuytelaars et al. · arXiv (Cornell University) · 2019 · 206 citations · Full text

, , +11

1–5 of 136

Authors

421

  1. ML
    Min Lin

    National University of Singapore, Singapore

    6 publications · 451 citations

    6

    h-index

  2. MC
    M. Caccia

    European Organization for Nuclear Research, Switzerland

    6 publications · 394 citations

    6

    h-index

  3. RA
    Rahaf Aljundi

    KU Leuven, Belgium

    6 publications · 446 citations

    6

    h-index

  4. LC
    Lucas Caccia

    McGill University, Canada

    5 publications · 183 citations

    5

    h-index

  5. ZM
    Zheda Mai

    University of Toronto, Canada

    5 publications · 744 citations

    5

    h-index

1–5 of 421

Institutions

144

  1. University of Illinois Chicago

    Chicago, United States

    5 h-index

    8 publications

    234 citations

  2. KU Leuven

    Leuven, Belgium

    5 h-index

    8 publications

    1K citations

  3. University of Toronto

    Toronto, Canada

    4 h-index

    16 publications

    3.2K citations

  4. ETH Zurich

    Zurich, Switzerland

    4 h-index

    9 publications

    445 citations

  5. Seoul National University

    Seoul, South Korea

    4 h-index

    9 publications

    277 citations

  6. Google (United States)

    Mountain View, United States

    4 h-index

    8 publications

    325 citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    3 publications

    335 citations

  8. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    9 publications

    689 citations

1–8 of 144

Venues

  1. arXiv (Cornell University)

    Repository · 38 publications · 1.7K citations

    22

    h-index

  2. Neurocomputing

    5 publications · 518 citations

    5

    h-index

  3. Neural Information Processing Systems

    Conference · 4 publications · 106 citations

    4

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 4 publications · 399 citations

    4

    h-index

  5. Information Sciences

    4 publications · 129 citations

    4

    h-index

1–5