Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
Tianjin University · Zhejiang University · University of Sheffield · China Telecom (China) · China Telecom
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2026-03-06
- 5
@article{liu2024parameterefficient,
title = {Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective},
author = {Jingren Liu and Zhong Ji and Yunlong Yu and Jiale Cao and Yanwei Pang and Jungong 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},
}