Singular Value Fine-Tuning for Few-Shot Class-Incremental Learning

@article{wang2026singular,
  title = {Singular Value Fine-Tuning for Few-Shot Class-Incremental Learning},
  author = {Zhiwu Wang and Yichen Wu and Renzhen Wang and Haokun Lin and Quanziang Wang and Qian Zhao and Deyu Meng},
  year = {2026},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology},
  eprint = {2503.10214},
  archivePrefix = {arXiv},
  doi = {10.1109/TCSVT.2026.3682781},
  url = {https://arxiv.org/abs/2503.10214},
}