arxivcs.LGcs.AI2026-07-12
Multi-Scale Convolution with Optimal Transport Attention Effect on Multivariate Time Series
The analysis of Multivariate Time Series (MTS) plays an important role in a lot of real-world practical applications, but it still remains some challenging problem about capturing multi-granularity structural patterns and suppressing noise appropriately. Multi-Scale Convolution w…