ROMAN: A Multiscale Routing Operator for Convolutional Time Series Models

Gonzalo Uribarri

We introduce ROMAN (ROuting Multiscale representAtioN), a deterministic operator for time series that maps temporal scale and coarse temporal position into an explicit channel stru…