109 citations · 109 across the 3 of their papers we have counts for
4 papers
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models
Martin Kotuliak, Sandro E. Schoenborn, Andrei Dan
Adversarial examples are data points misclassified by neural networks. Originally, adversarial examples were limited to adding small perturbations to a given image. Recent work int…
Substation Signal Matching with a Bagged Token Classifier
Qin Wang, Sandro Schoenborn, Yvonne-Anne Pignolet +2
Currently, engineers at substation service providers match customer data with the corresponding internally used signal names manually. This paper proposes a machine learning method…
Morphable Face Models - An Open Framework
Thomas Gerig, Andreas Morel-Forster, Clemens Blumer +4
In this paper, we present a novel open-source pipeline for face registration based on Gaussian processes as well as an application to face image analysis. Non-rigid registration of…
The performance of Minima Hopping and Evolutionary Algorithms for cluster structure prediction
Sandro E. Schoenborn, Stefan Goedecker, Shantanu Roy +1
We compare Evolutionary Algorithms with Minima Hopping for global optimization in the field of cluster structure prediction. We introduce a new {\em average offspring} recombinatio…