Neural SDEs as a Unified Approach to Continuous-Domain Sequence Modeling

Macheng Shen, Chen Cheng

Inspired by the ubiquitous use of differential equations to model continuous dynamics across diverse scientific and engineering domains, we propose a novel and intuitive approach t…