@article{bridgingdistributiongapsintimeseries, title = {Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization}, author = {Peiliang Gong and Emadeldeen Eldele and Min Wu and Zhenghua Chen and XiaoLi Li and Daoqiang Zhang}, year = {2025}, eprint = {2504.10900}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.10900v1}, }