The author introduces UNITS, a unified time series model that outperforms task-specific models by supporting various tasks with shared parameters and achieving remarkable zero-shot, few-shot, and prompt learning capabilities.
UNITS is a unified time series model that outperforms task-specific models, showcasing superior performance in forecasting and classification tasks without the need for specialized modules.