Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise

Xuanqing Liu, Tesi Xiao, Si Si +3

Neural Ordinary Differential Equation (Neural ODE) has been proposed as a continuous approximation to the ResNet architecture. Some commonly used regularization mechanisms in discr…