no code implementations • 25 Feb 2022 • Maksym Andriushchenko, Xiaoyang Rebecca Li, Geoffrey Oxholm, Thomas Gittings, Tu Bui, Nicolas Flammarion, John Collomosse
Finally, we show how to train an adversarially robust image comparator model for detecting editorial changes in matched images.
no code implementations • 3 Jul 2019 • Thomas Gittings, Steve Schneider, John Collomosse
We present a novel method for generating robust adversarial image examples building upon the recent `deep image prior' (DIP) that exploits convolutional network architectures to enforce plausible texture in image synthesis.