TPAMI · 2024 · Journal article

Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective

Jingren Liu, Zhong Ji, Yun-Long Yu, Jiale Cao, Yanwei Pang, Jun-Gong Han, Xuelong Li

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Published in
IEEE Transactions on Pattern Analysis and Machine Intelligence
Date
2024-07-24
Citations
5
arXiv
2407.17120
Cite
@article{liu2024parameterefficient,
  title = {Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective},
  author = {Jingren Liu and Zhong Ji and Yun-Long Yu and Jiale Cao and Yanwei Pang and Jun-Gong Han and Xuelong Li},
  year = {2024},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  eprint = {2407.17120},
  archivePrefix = {arXiv},
  doi = {10.1109/TPAMI.2026.3670952},
  url = {https://arxiv.org/abs/2407.17120},
}