1 code implementation • ICML 2020 • Kaiwen Wu, Allen Houze Wang, Yao-Liang Yu
While the majority of existing attacks focus on measuring perturbations under the $\ell_p$ metric, Wasserstein distance, which takes geometry in pixel space into account, has long been known to be a suitable metric for measuring image quality and has recently risen as a compelling alternative to the $\ell_p$ metric in adversarial attacks.
no code implementations • 8 Mar 2020 • Allen Houze Wang, Priyank Jaini, Yao-Liang Yu, Pascal Poupart
Recently, the conditional SAGE certificate has been proposed as a sufficient condition for signomial positivity over a convex set.