319 citations · 384 across the 13 of their papers we have counts for
3 papers · 1 filter
Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks?
Roger Granda, Tinne Tuytelaars, Jose Oramas
We present a method for adversarial attack detection based on the inspection of a sparse set of neurons. We follow the hypothesis that adversarial attacks introduce imperceptible p…
Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing
Kaili Wang, Jose Oramas, Tinne Tuytelaars
Given a really low-resolution input image of a face (say 16x16 or 8x8 pixels), the goal of this paper is to reconstruct a high-resolution version thereof. This, by itself, is an il…
Information Compensation for Deep Conditional Generative Networks
Zehao Wang, Kaili Wang, Tinne Tuytelaars +1
In recent years, unsupervised/weakly-supervised conditional generative adversarial networks (GANs) have achieved many successes on the task of modeling and generating data. However…