Search Results for author: Vincent Aravantinos

Found 3 papers, 1 papers with code

What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction

2 code implementations19 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.

motion prediction

Traceability of Deep Neural Networks

no code implementations17 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.

Decidability and Undecidability Results for Propositional Schemata

no code implementations16 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.

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