Robust Convolution Neural ODEs via Contractivity-promoting regularization

Muhammad Zakwan, Liang Xu, Giancarlo Ferrari-Trecate

Neural networks can be fragile to input noise and adversarial attacks. In this work, we consider Convolutional Neural Ordinary Differential Equations (NODEs), a family of continuou…