Time Series Source Separation with Slow Flows

Edouard Pineau, Sébastien Razakarivony, Thomas Bonald

In this paper, we show that slow feature analysis (SFA), a common time series decomposition method, naturally fits into the flow-based models (FBM) framework, a type of invertible…