Publikationen 2021

Jahr
Year
Titel/Autor:in
Title/Author
Dokumentart
Document Type
2021 AI in MedTech Production. Visual Inspection for Quality Assurance
Roscher, Karsten
Vortrag
2021 Analysis of Safety-Critical Aspects on Deep Neural Networks and Automotive Dataset for Pedestrian Detection
Balu, Balahari Vignesh
Master Thesis
2021 Behavior Prediction of Cyber-Physical Systems for Dynamic Risk Assessment
Grobelna, Marta
Konferenzbeitrag
2021 Concept Learning for Image Classification in the Low Data Regime
Huber, Lukas
Master Thesis
2021 Corporate Venturing and Value Creation in Public Research Institutes
Schmid, Johannes
Master Thesis
2021 Dependable and Efficient Cloud-Based Safety-Critical Applications by Example of Automated Valet Parking
Drabek, Christian; Ishigooka, Tasuku; Mizuochi, Mariko; Otsuka, Satoshi; Shekhada, Dhavalkumar; Trapp, Mario; Weiß, Gereon
Konferenzbeitrag
2021 Dependable Computing - EDCC 2021 Workshops. Proceedings
Tagungsband
2021 DevOps for Developing Cyber-Physical Systems
Kreutz, Andreas; Rothe, Johannes; Tenorth, Moritz; Weiß, Gereon
Bericht
2021 Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments
Eilers, Dirk; Günnemann, Stephan; Haider, Tom; Roscher, Karsten; Schmoeller Roza, Felippe
Konferenzbeitrag
2021 Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments
Eilers, Dirk; Günnemann, Stephan; Haider, Tom; Roscher, Karsten; Schmoeller Roza, Felippe
Poster
2021 Dynamic Risk Management for Safely Automating Connected Driving Maneuvers
Burton, Simon; Grobelna, Marta; Schleiß, Philipp; Zacchi, Joao-Vitor
Konferenzbeitrag
2021 Early-, Late-, and Very Late-Term Prediction of Target Lesion Failure in Coronary Artery Stent Patients: An International Multi-Site Study
Ahmidi, N.; Bahr, C.; Pachl, E.; Stieler, M.; Zamanian, A.
Zeitschriftenaufsatz
2021 Easy access to quantum computing for applications
Lorenz, Jeanette
Vortrag
2021 Enhanced System Awareness as Basis for Resilience of Autonomous Vehicles
Dreiser, Marc; Kreutz, Andreas; Salvi, Aniket; Weiß, Gereon; Wörter, Florian
Vortrag
2021 From Black-box to White-box: Examining Confidence Calibration under different Conditions
Haselhoff, Anselm; Henne, Maximilian; Küppers, Fabian; Roscher, Karsten; Schmoeller Roza, Felippe; Schwaiger, Franziska
Konferenzbeitrag
2021 Invited: Hardware/Software Co-Synthesis and Co-Optimization for Autonomous Systems
Audsley, N.; Burton, S.; Chang, W.; Chen, N.; Chen, T.; Wang, H.; Zhao, S.
Konferenzbeitrag
2021 Machine Learning Methods for Enhanced Reliable Perception of Autonomous Systems
Gansloser, Jens; Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon
Bericht
2021 Measuring Ensemble Diversity and its Effects on Model Robustness
Heidemann, Lena; Roscher, Karsten; Schwaiger, Adrian
Konferenzbeitrag
2021 Methoden zur Absicherung von Machine Learning Verfahren in sicherheitskritischen Systemen
Gansloser, Jens
Vortrag
2021 Modellbasierte Laufzeitüberprüfung vernetzter eingebetteter Systeme
Drabek, Christian
Dissertation
2021 OODformer: Out-Of-Distribution Detection Transformer
Günnemann, Stephan; Koner, Rajat; Roscher, Karsten; Sinhamahapatra, Poulami; Tresp, Volker
Vortrag
2021 Preventing Failures of Cooperative Maneuvers Among Connected and Automated Vehicles
Häfner, Bernhard; Jiru, Josef; Ott, Jörg; Schepker, Henning; Schmitt, Georg Albrecht
Konferenzbeitrag
2021 Probabilistic Segmentation Using PDQ-inspired Loss Functions
Berhorst, Steffen
Master Thesis
2021 Proposing Cooperative Maneuvers Among Automated Vehicles Using Machine Learning
Häfner, Bernhard; Jiru, Josef; Ott, Jörg; Schepker, Henning; Schmitt, Georg Albrecht
Konferenzbeitrag
2021 Quantencomputing für industrielle Softwareanwendungen
Lorenz, Jeanette Miriam
Konferenzbeitrag
2021 Quantifying Uncertainty in Spiking Neural Networks
Schwaiger, Franziska
Master Thesis
2021 Risk Aware Reinforcement Learning with Safety Layer
Tuna, Ongun
Master Thesis
2021 Safe Intelligence. Warum sicherheitskritische Systeme in der Cloud gut aufgehoben sind
Drabek, Christian
Zeitschriftenaufsatz
2021 Safe Interaction of Automated Forklifts and Humans at Blind Corners in a Warehouse with Infrastructure Sensors
Drabek, Christian; Ishigooka, Tasuku; Kosmalska, Anna; Mizuochi, Mariko; Otsuka, Satoshi; Weiß, Gereon
Konferenzbeitrag
2021 Safety Assurance of Machine Learning for Chassis Control Functions
Becker, Philipp; Burton, Simon; Graeber, Torben; Kurzidem, Iwo; Schleiß, Philipp; Schwaiger, Adrian; Unterreiner, Michael
Konferenzbeitrag
2021 Situation-Aware Model Refinement for Semantic Image Segmentation
Habermayr, Lukas; Hofbauer, Markus; Kuhn, Christopher B.; Zacchi, Joao-Vitor
Konferenzbeitrag
2021 Situation-Aware Refinement for Semantic Segmentation Models: Closing the Safety Gap
Habermayr, Lukas
Master Thesis
2021 The Effects of Model Compression on the Robustness of Deep Neural Networks
Schwienbacher, Kristian
Master Thesis
2021 Towards a Self-Adaptive Architecture for Federated Learning of Industrial Automation Systems
Dreiser, Marc; Franco, Nicola; Van, Hoai My; Weiß, Gereon
Konferenzbeitrag
2021 Towards Collaborative Perception in Automated Driving: Combining Vehicle and Infrastructure Perspectives
Trapp, Mario; Zacchi, Joao-Vitor
Vortrag
2021 Towards Comprehensive Safety Assurance in Cloud-based Systems
Drabek, Christian; Kosmalska, Anna; Oleinichenko, Oleg
Konferenzbeitrag
2021 Trustworthy AI for Intelligent Traffic Systems (ITS)
Bortoli, Stefano; Burton, Simon; Grobelna, Marta; Grossi, Margherita; Hagiwara, Yuki; Schleiß, Philipp
Studie
2021 Wertschöpfung durch Software in Deutschland
Aichroth, Patrick; Arzt, Steven; Bodden, Eric; Bös, Joachim; Falk Howar; Köhler, Henning; Liggesmeyer, Peter; Nouak, Alexander; Otto, Boris; Rehof, Jakob; Sladeczek, Christoph; Spiekermann, Markus; Steffen, Barbara; Trapp, Mario
Bericht
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica