Concepedia

Domain-incremental Learning

Domain-Incremental Learning is a continual learning paradigm where the model incrementally adapts to new data distributions from distinct domains while preserving knowledge from previous domains, with the assumption that the task identity is known during inference.

119

Publications

7.6K

Citations

474

Authors

182

Institutions

Publications per year

2017–2026

95

Variants

Domain-incremental Continual Learning

Parents

Publications

119

Learning in the Presence of Concept Drift and Hidden Contexts

Gerhard Widmer, Miroslav Kubát · Machine Learning · 1996 · 1.4K citations · Full text

, , +14

Learning in the presence of concept drift and hidden contexts

Gerhard Widmer, Miroslav Kubát · Machine Learning · 1996 · 993 citations · Full text

, , +14

Three types of incremental learning

Gido M. van de Ven, Tinne Tuytelaars, Andreas S. Tolias · Nature Machine Intelligence · 2022 · 583 citations · Full text

, , +11

Lifelong Machine Learning Systems: Beyond Learning Algorithms

Daniel Silver, Qiang Yang, Lianghao Li · 2013 · 292 citations

, , +11

College Instruction and Concomitant Changes in Students’ Knowledge, Interest, and Strategy Use: A Study of Domain Learning

Patricia A. Alexander, P. Karen Murphy, Bradford S. Woods et al. · Contemporary Educational Psychology · 1997 · 181 citations

, , +15

1–5 of 119

Authors

474

  1. BL
    Bing Liu

    China University of Mining and Technology, China

    4 publications · 183 citations

    4

    h-index

  2. CS
    Chowdhury Sadman Jahan

    Rochester Institute of Technology, United States

    3 publications · 48 citations

    3

    h-index

  3. AM
    Abu Md Niamul Taufique

    Rochester Institute of Technology, United States

    3 publications · 48 citations

    3

    h-index

  4. MS
    Michael S. Lew

    Leiden University, Netherlands

    3 publications · 182 citations

    3

    h-index

  5. IL
    Issam Laradji

    University of British Columbia, Canada

    3 publications · 101 citations

    3

    h-index

1–5 of 474

Institutions

182

  1. Google (United States)

    Mountain View, United States

    4 h-index

    7 publications

    225 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    7 publications

    162 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    5 publications

    738 citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    9 publications

    245 citations

  5. Tsinghua University

    Beijing, China

    3 h-index

    8 publications

    313 citations

  6. Rochester Institute of Technology

    Rochester, United States

    3 h-index

    9 publications

    144 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    741 citations

  8. University of Illinois Chicago

    Chicago, United States

    3 h-index

    7 publications

    320 citations

1–8 of 182

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 425 citations

    13

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 229 citations

    6

    h-index

  3. 4

    h-index

  4. 3

    h-index

  5. Neural Information Processing Systems

    Conference · 3 publications · 99 citations

    3

    h-index

1–5