7.1k citations
- European Space Operations CentreDE12 papers
- European Space Astronomy CentreES10 papers
- Technical University of MunichDE9 papers
- Universität UlmDE9 papers
- Karlsruhe Institute of TechnologyDE8 papers
- University of StuttgartDE8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- European Space Research and Technology CentreNL6 papers
- Technische Universität DresdenDE6 papers
- European Southern ObservatoryCL5 papers
- Osservatorio Astrofisico di TorinoIT5 papers
- Robert Bosch (Taiwan)TW5 papers
Showing 2020 · cs.LGShow all
3 papers · 2 filters
cs.LG2020
Bosch Deep Learning Hardware Benchmark
Armin Runge, Thomas Wenzel, Dimitrios Bariamis +3
The widespread use of Deep Learning (DL) applications in science and industry has created a large demand for efficient inference systems. This has resulted in a rapid increase of a…
cs.LG2020★ 5 cited
GraN: An Efficient Gradient-Norm Based Detector for Adversarial and Misclassified Examples
Julia Lust, Alexandru Paul Condurache
Deep neural networks (DNNs) are vulnerable to adversarial examples and other data perturbations. Especially in safety critical applications of DNNs, it is therefore crucial to dete…
cs.LG2020★ 1 cited
Invariant Integration in Deep Convolutional Feature Space
Matthias Rath, Alexandru Paul Condurache
In this contribution, we show how to incorporate prior knowledge to a deep neural network architecture in a principled manner. We enforce feature space invariances using a novel la…