Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models

Vincent Le Guen, Nicolas Thome

This paper addresses the problem of time series forecasting for non-stationary signals and multiple future steps prediction. To handle this challenging task, we introduce DILATE (D…