Key-value pair-free continual learner via task-specific prompt-prototype.

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Bibliographic Details
Title: Key-value pair-free continual learner via task-specific prompt-prototype.
Authors: Luo H; University of Jyväskylä, Faculty of Information and Technology, Finland; Dalian University of Technology, School of Computer Science and Technology, China. Electronic address: haihua.h.luo@jyu.fi., Ran X; National University of Singapore, Singapore., Li Z; Dalian University of Technology, School of Computer Science and Technology, China., Xue H; Dalian University of Technology, School of Computer Science and Technology, China., Jiang T; Dalian University of Technology, School of Computer Science and Technology, China., Shen J; Zhejiang University, Lab of Brain-Machine Intelligence, China; Xi'an Jiaotong University State Key, School of Computer Science and Technology, China., Kärkkäinen T; University of Jyväskylä, Faculty of Information and Technology, Finland., Xu Q; Dalian University of Technology, School of Computer Science and Technology, China. Electronic address: xuqi@dlut.edu.cn., Cong F; University of Jyväskylä, Faculty of Information and Technology, Finland; Dalian University of Technology, School of Biomedical Engineering, China.
Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Jun; Vol. 198, pp. 108576. Date of Electronic Publication: 2026 Jan 10.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1879-2782
DOI:10.1016/j.neunet.2026.108576