SEFAIAS@ICSE

Publications

2018

1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, SEFAIAS@ICSE 2018, Gothenburg, Sweden, May 28, 2018 SEFAIAS@ICSE (2018)
Nico Herbig, Frederik Wiehr, Atanas Poibrenski, Janis Sprenger, Christian Müller
How Machine Perception Relates to Human Perception: Visual Saliency and Distance in a Frame-by-Frame Semantic Segmentation Task for Highly/Fully Automated Driving. SEFAIAS@ICSE (2018)
Erik Karlsson, Nasser Mohammadiha
A Data-Driven Generative Model for GPS Sensors for Autonomous Driving. SEFAIAS@ICSE (2018)
Mitchell Spryn, Aditya Sharma, Dhawal Parkar, Madhur Shrimal
Distributed Deep Reinforcement Learning on the Cloud for Autonomous Driving. SEFAIAS@ICSE (2018)
Hans-Jörg Vögel, Christian Süß, Thomas Hubregtsen, Elisabeth André, Björn W. Schuller, Jérôme Härri, Jörg Conradt, Asaf Adi, Alexander Zadorojniy, Jacques M. B. Terken, Jonas Beskow, Ann Morrison, Kynan Eng, Florian Eyben, Samer Al Moubayed, Susanne Muller, Nicholas Cummins, Viviane S. Ghaderi, Ronee Chadowitz, Raphaël Troncy, Benoit Huet, Melek Önen, Adlen Ksentini
Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda. SEFAIAS@ICSE (2018)
Atanas Poibrenski, Janis Sprenger, Christian Müller
Toward a Methodology for Training with Synthetic Data on the Example of Pedestrian Detection in a Frame-by-Frame Semantic Segmentation Task. SEFAIAS@ICSE (2018)
Werner Damm, Roland Galbas
Exploiting Learning and Scenario-Based Specification Languages for the Verification and Validation of Highly Automated Driving. SEFAIAS@ICSE (2018)
Qing Rao, Jelena Frtunikj
Deep Learning for Self-Driving Cars: Chances and Challenges. SEFAIAS@ICSE (2018)
Jens Henriksson, Markus Borg, Cristofer Englund
Automotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard. SEFAIAS@ICSE (2018)
Adina Aniculaesei, Jörg Grieser, Andreas Rausch, Karina Rehfeldt, Tim Warnecke
Toward a Holistic Software Systems Engineering Approach for Dependable Autonomous Systems. SEFAIAS@ICSE (2018)