SSM-for-Time-Series-2020s

Existing State Space Model for Time Series Data (Spatial-temporal, Video, Audio) and its Potential (Text) to be Foundation Model.

SSM

Linear Attention

Kernel CNN

RNN

ODE

Diffusion

Koopman

Statistic