IEEE TCSVT · 2025 · Journal article

Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning

Jizhou Han, Chenhao Ding, Yuhang He, Songlin Dong, Qiang Wang, Xinyuan Gao, Yihong Gong

Xi'an Jiaotong University · Shenzhen University · Shenzhen Technology University · United Microelectronics (United States)

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Published in
IEEE Transactions on Circuits and Systems for Video Technology
Date
2025-11-27
Citations
5
arXiv
2503.21258
Cite
@article{han2025learn,
  title = {Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning},
  author = {Jizhou Han and Chenhao Ding and Yuhang He and Songlin Dong and Qiang Wang and Xinyuan Gao and Yihong Gong},
  year = {2025},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology},
  eprint = {2503.21258},
  archivePrefix = {arXiv},
  doi = {10.1109/TCSVT.2025.3637903},
  url = {https://arxiv.org/abs/2503.21258},
}