Enhancing Channel-Independent Time Series Forecasting via Cross-Variate Patch Embedding

Donghwa Shin, Edwin Zhang

Transformers have recently gained popularity in time series forecasting due to their ability to capture long-term dependencies. However, many existing models focus only on capturin…