@article{multiscalefinetuningforencoderbasedtime, title = {Multi-Scale Finetuning for Encoder-based Time Series Foundation Models}, author = {Zhongzheng Qiao and Chenghao Liu and Yiming Zhang and Ming Jin and Quang Pham and Qingsong Wen and P. N. Suganthan and Xudong Jiang and Savitha Ramasamy}, year = {2025}, eprint = {2506.14087}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14087v1}, }