Fraunhofer-Institut für Kognitive Systeme IKS| 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