Parameter Isolation is a continual learning strategy that allocates distinct subsets of model parameters to different tasks to prevent interference during sequential learning.
11
Publications
250
Citations
53
Authors
22
Institutions
Publications per year
2017–2026
8
Variants
Parameter Masking
Parents
Publications
11
Recent Advances of Continual Learning in Computer Vision: An Overview
Haoxuan Qu, Hossein Rahmani, Xu Li et al. · arXiv (Cornell University) · 2021 · 41 citations · Full text
Continual Learning on Dynamic Graphs via Parameter Isolation
Peiyan Zhang, Yuchen Yan, Chaozhuo Li et al. · 2023 · 38 citations · Full text
A fusion approach to IGBT power module prognostics
Nishad Patil, Diganta Das, Chunyan Yin et al. · 2009 · 25 citations
Engineering, Electrical Engineering, Maintenance Engineering +16
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation
Zhicheng Wang, Yufang Liu, Tao Ji et al. · 2023 · 23 citations · Full text
Recent Advances of Continual Learning in Computer Vision: An Overview
Haoxuan Qu, Hossein Rahmani, Li Xu et al. · IET Computer Vision · 2025 · 23 citations · Full text
1–5 of 11
Authors
53
- BM
2
h-index
- HR
2
h-index
- HQ
2
h-index
- JC
1
h-index
- SW
1
h-index
1–5 of 53
Institutions
22
Singapore University of Technology and Design
Singapore, Singapore
1 h-index
1 publications
23 citations
Beijing Jiaotong University
Beijing, China
1 h-index
2 publications
30 citations
National Institute of Standards and Technology
Gaithersburg, United States
1 h-index
4 publications
64 citations
University of Greenwich
London, United Kingdom
1 h-index
3 publications
75 citations
Shijiazhuang Tiedao University
Shijiazhuang, China
1 h-index
3 publications
45 citations
University of Maryland, College Park
College Park, United States
1 h-index
3 publications
75 citations
Life Cycle Engineering (United States)
Charleston, United States
1 h-index
3 publications
75 citations
Hong Kong Polytechnic University
Hong Kong, Hong Kong
1 h-index
3 publications
60 citations
1–8 of 22
Venues
- Defense Technical Information Center (DTIC)
Repository · 1 publications · 14 citations
1
h-index
- Journal of Dynamic Systems Measurement and Control
1 publications · 17 citations
1
h-index
- IEEE Transactions on Neural Networks and Learning Systems
1 publications · 20 citations
1
h-index
- arXiv (Cornell University)
Repository · 1 publications · 41 citations
1
h-index
- IET Computer Vision
1 publications · 23 citations
1
h-index
1–5