One Patch, Three Roles: What Is Actually Coupled in Autoregressive Time-Series Forecasting?

Ziang Li, Yue Huang, Guoxu Zhou +4

Patch-based autoregressive time-series forecasting often ties input representation, learned transitions, and recursive execution to one patch length. We ask which of these roles ca…