3 code implementations • 27 Mar 2020 • Michael Oechsle, Michael Niemeyer, Lars Mescheder, Thilo Strauss, Andreas Geiger
In this work, we propose a novel implicit representation for capturing the visual appearance of an object in terms of its surface light field.
1 code implementation • 6 Jun 2019 • Markus Hanselmann, Thilo Strauss, Katharina Dormann, Holger Ulmer
For reproducibility of the method, our synthetic data is publicly available.
no code implementations • ICCV 2019 • Michael Oechsle, Lars Mescheder, Michael Niemeyer, Thilo Strauss, Andreas Geiger
A major reason for these limitations is that common representations of texture are inefficient or hard to interface for modern deep learning techniques.
no code implementations • 10 Oct 2018 • Andrej Junginger, Markus Hanselmann, Thilo Strauss, Sebastian Boblest, Jens Buchner, Holger Ulmer
Neural networks have proven their capabilities by outperforming many other approaches on regression or classification tasks on various kinds of data.
no code implementations • ICLR 2018 • Thilo Strauss, Markus Hanselmann, Andrej Junginger, Holger Ulmer
We propose to use ensemble methods as a defense strategy against adversarial perturbations.