Scale-Invariant Training for Time Series Foundation Models.

arXiv:2610.07324v2 Announce Type: replace-cross Abstract: Time series foundation models (TSFMs) are trained on large collections of time series datasets that span various morphologies and domains. This setting exposes models to series whose scales -- typical m