Time Series Analyse with Few-shot Learning

During my Ph.D. period, I plan to research on time series analysis, including time series forecasting, classification, outlier detection and prediction, and propose models with explainability to achieve better performance under the setting of small-training-samples, using various few-shot learning techniques.