no code implementations • 31 May 2019 • Kai Rothauge, Zhewei Yao, Zixi Hu, Michael W. Mahoney
We regard pre-trained residual networks (ResNets) as nonlinear systems and use linearization, a common method used in the qualitative analysis of nonlinear systems, to understand the behavior of the networks under small perturbations of the input images.
