Time series foundation models can be few-shot learners
Research paper
Google Research presents TimesFM-ICF, a time-series foundation model that uses continued pre-training to learn from in-context examples at inference time, enabling few-shot forecasting without supervised fine-tuning.
The work was presented at ICML 2025.