Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting

Liyang Qin, Xiaoli Wang, Chunhua Yang +2

Among the existing Transformer-based multivariate time series forecasting methods, iTransformer, which treats each variable sequence as a token and only explicitly extracts cross-v…