Artificial Intelligence, Technology, Conference, Iclr 2020, Neural Networks.
is called Time-invariant steady neural ODE (TisODE). Similar tests were done on TisODE, with results shown in the table below. At the end of the training, the steady-state loss L_ss dropped to 0.1. Models were trained with both original images and images with Gaussian noise. Table: Robustness test