Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning

Jia Liu, Cheng Jinguo, Xia Fang +2

Time series foundation models excel at diverse time series forecasting tasks, but their capacity for continuous improvement through incremental learning remains unexplored. We pres…