Lukáš Malý

Standalone Neural ODEs with Sensitivity Analysis

2022 · arXiv (Cornell University)

This paper presents the Standalone Neural ODE (sNODE), a continuous-depth neural ODE model capable of describing a full deep neural network. This uses a novel nonlinear conjugate gradient (NCG) descent optimization scheme for training, where …