Correcting Auto-Differentiation in Neural-ODE Training

Yewei Xu, Shi Chen, Qin Li

Does the use of auto-differentiation yield reasonable updates for deep neural networks (DNNs)? Specifically, when DNNs are designed to adhere to neural ODE architectures, can we tr…