2 code implementations • 19 Mar 2019 • Christoph Schöller, Vincent Aravantinos, Florian Lay, Alois Knoll
Our work shows how neural networks for pedestrian motion prediction can be thoroughly evaluated and our results indicate which research directions for neural motion prediction are promising in future.
no code implementations • 17 Dec 2018 • Vincent Aravantinos, Frederik Diehl
We investigate which artifacts could play a similar role to code or low-level requirements in neural network development and propose various traces which one could possibly consider as a replacement for classical notions.
no code implementations • 16 Jan 2014 • Vincent Aravantinos, Ricardo Caferra, Nicolas Peltier
The satisfiability problem is shown to be undecidable for this new logic, but we introduce a very general class of schemata, called bound-linear, for which this problem becomes decidable.