60 citations · 122 across the 4 of their papers we have counts for
5 papers
Lifelong Topological Visual Navigation
Rey Reza Wiyatno, Anqi Xu, Liam Paull
Commonly, learning-based topological navigation approaches produce a local policy while preserving some loose connectivity of the space through a topological map. Nevertheless, spu…
Adversarial Examples in Modern Machine Learning: A Review
Rey Reza Wiyatno, Anqi Xu, Ousmane Dia +1
Recent research has found that many families of machine learning models are vulnerable to adversarial examples: inputs that are specifically designed to cause the target model to p…
Physical Adversarial Textures that Fool Visual Object Tracking
Rey Reza Wiyatno, Anqi Xu
We present a system for generating inconspicuous-looking textures that, when displayed in the physical world as digital or printed posters, cause visual object tracking systems to…
Maximal Jacobian-based Saliency Map Attack
Rey Wiyatno, Anqi Xu
The Jacobian-based Saliency Map Attack is a family of adversarial attack methods for fooling classification models, such as deep neural networks for image classification tasks. By…
Style Memory: Making a Classifier Network Generative
Rey Wiyatno, Jeff Orchard
Deep networks have shown great performance in classification tasks. However, the parameters learned by the classifier networks usually discard stylistic information of the input, i…