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Neural Networks · 2026 · Journal article

Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype

Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong

University of Jyväskylä · National University of Singapore · Dalian University of Technology · Xi'an Jiaotong University · Dalian University

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Date
2026-01-10
Citations
2
arXiv
2601.04864 ↗
Cite
@article{luo2026keyvalue,
  title = {Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype},
  author = {Haihua Luo and Xuming Ran and Zhengji Li and Huiyan Xue and Tingting Jiang and Jiangrong Shen and Tommi Kärkkäinen and Qi Xu and Fengyu Cong},
  year = {2026},
  journal = {Neural Networks},
  eprint = {2601.04864},
  archivePrefix = {arXiv},
  doi = {10.1016/j.neunet.2026.108576},
  url = {https://arxiv.org/abs/2601.04864},
}