ICLR · 2025 · Journal article

SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning

Yichen Wu, Hongming Piao, Long-Kai Huang, Renzhen Wang, Wanhua Li, Hanspeter Pfister, Deyu Meng, Ke-De Ma, Ying Wei

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Published in
International Conference on Learning Representations
Date
2025-01-22
Citations
77
arXiv
2501.13198
Cite
@article{wu2025sdlora,
  title = {SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning},
  author = {Yichen Wu and Hongming Piao and Long-Kai Huang and Renzhen Wang and Wanhua Li and Hanspeter Pfister and Deyu Meng and Ke-De Ma and Ying Wei},
  year = {2025},
  journal = {International Conference on Learning Representations},
  eprint = {2501.13198},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.13198},
}