Fraunhofer-Institut für Kognitive Systeme IKS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2021 | AI in MedTech Production. Visual Inspection for Quality Assurance Roscher, Karsten |
Vortrag Presentation |
| 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 Conference Paper |
| 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; Shekhada, Dhavalkumar; Weiß, Gereon; Trapp, Mario; Ishigooka, Tasuku; Otsuka, Satoshi; Mizuochi, Mariko |
Konferenzbeitrag Conference Paper |
| 2021 | Dependable Computing - EDCC 2021 Workshops. Proceedings | Tagungsband Conference Proceeding |
| 2021 | Der Digitale Zwilling für smarte Städte - zwischen Erwartungen und Herausforderungen Guckenbiehl, Pascal; Heß, Steffen; Mumme, Carl-Moritz; Swarat, Gerald; Vogt-Hohenlinde, Sophie; Burton, Simon; Roscher, Karsten |
Studie Study |
| 2021 | DevOps for Developing Cyber-Physical Systems Kreutz, Andreas; Weiß, Gereon; Rothe, Johannes; Tenorth, Moritz |
Bericht Report |
| 2021 | Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan |
Konferenzbeitrag Conference Paper |
| 2021 | Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments Haider, Tom; Schmoeller Roza, Felippe; Eilers, Dirk; Roscher, Karsten; Günnemann, Stephan |
Poster |
| 2021 | Dynamic Risk Management for Safely Automating Connected Driving Maneuvers Grobelna, Marta; Zacchi, Joao-Vitor; Schleiß, Philipp; Burton, Simon |
Konferenzbeitrag Conference Paper |
| 2021 | Early-, Late-, and Very Late-Term Prediction of Target Lesion Failure in Coronary Artery Stent Patients: An International Multi-Site Study Pachl, E.; Zamanian, A.; Stieler, M.; Bahr, C.; Ahmidi, N. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Easy access to quantum computing for applications Lorenz, Jeanette |
Vortrag Presentation |
| 2021 | Enhanced System Awareness as Basis for Resilience of Autonomous Vehicles Wörter, Florian; Kreutz, Andreas; Salvi, Aniket; Dreiser, Marc; Weiß, Gereon |
Vortrag Presentation |
| 2021 | From Black-box to White-box: Examining Confidence Calibration under different Conditions Schwaiger, Franziska; Henne, Maximilian; Küppers, Fabian; Schmoeller Roza, Felippe; Roscher, Karsten; Haselhoff, Anselm |
Konferenzbeitrag Conference Paper |
| 2021 | Invited: Hardware/Software Co-Synthesis and Co-Optimization for Autonomous Systems Chang, W.; Zhao, S.; Burton, S.; Wang, H.; Chen, T.; Chen, N.; Audsley, N. |
Konferenzbeitrag Conference Paper |
| 2021 | Machine Learning Methods for Enhanced Reliable Perception of Autonomous Systems Henne, Maximilian; Gansloser, Jens; Schwaiger, Adrian; Weiß, Gereon |
Bericht Report |
| 2021 | Measuring Ensemble Diversity and its Effects on Model Robustness Heidemann, Lena; Schwaiger, Adrian; Roscher, Karsten |
Konferenzbeitrag Conference Paper |
| 2021 | Method of coordinating one or more maneuvers among vehicles Roscher, Karsten; Jiru, Josef; Häfner, Bernhard |
Patent |
| 2021 | Methoden zur Absicherung von Machine Learning Verfahren in sicherheitskritischen Systemen Gansloser, Jens |
Vortrag Presentation |
| 2021 | Modellbasierte Laufzeitüberprüfung vernetzter eingebetteter Systeme Drabek, Christian |
Dissertation Doctoral Thesis |
| 2021 | OODformer: Out-Of-Distribution Detection Transformer Koner, Rajat; Sinhamahapatra, Poulami; Roscher, Karsten; Günnemann, Stephan; Tresp, Volker |
Vortrag Presentation |
| 2021 | Preventing Failures of Cooperative Maneuvers Among Connected and Automated Vehicles Häfner, Bernhard; Jiru, Josef; Schepker, Henning; Schmitt, Georg Albrecht; Ott, Jörg |
Konferenzbeitrag Conference Paper |
| 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; Schepker, Henning; Schmitt, Georg Albrecht; Ott, Jörg |
Konferenzbeitrag Conference Paper |
| 2021 | Quantencomputing für industrielle Softwareanwendungen Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 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 Journal Article |
| 2021 | Safe Interaction of Automated Forklifts and Humans at Blind Corners in a Warehouse with Infrastructure Sensors Drabek, Christian; Kosmalska, Anna; Weiß, Gereon; Ishigooka, Tasuku; Otsuka, Satoshi; Mizuochi, Mariko |
Konferenzbeitrag Conference Paper |
| 2021 | Safety Assurance of Machine Learning for Chassis Control Functions Burton, Simon; Kurzidem, Iwo; Schwaiger, Adrian; Schleiß, Philipp; Unterreiner, Michael; Graeber, Torben; Becker, Philipp |
Konferenzbeitrag Conference Paper |
| 2021 | Situation-Aware Model Refinement for Semantic Image Segmentation Habermayr, Lukas; Hofbauer, Markus; Zacchi, Joao-Vitor; Kuhn, Christopher B. |
Konferenzbeitrag Conference Paper |
| 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 Franco, Nicola; Van, Hoai My; Dreiser, Marc; Weiß, Gereon |
Konferenzbeitrag Conference Paper |
| 2021 | Towards Collaborative Perception in Automated Driving: Combining Vehicle and Infrastructure Perspectives Zacchi, Joao-Vitor; Trapp, Mario |
Vortrag Presentation |
| 2021 | Towards Comprehensive Safety Assurance in Cloud-based Systems Oleinichenko, Oleg; Drabek, Christian; Kosmalska, Anna |
Konferenzbeitrag Conference Paper |
| 2021 | Trustworthy AI for Intelligent Traffic Systems (ITS) Bortoli, Stefano; Grossi, Margherita; Burton, Simon; Grobelna, Marta; Hagiwara, Yuki; Schleiß, Philipp |
Studie Study |
| 2021 | Wertschöpfung durch Software in Deutschland Aichroth, Patrick; Bös, Joachim; Sladeczek, Christoph; Bodden, Eric; Liggesmeyer, Peter; Trapp, Mario; Falk Howar; Otto, Boris; Rehof, Jakob; Spiekermann, Markus; Arzt, Steven; Steffen, Barbara; Nouak, Alexander; Köhler, Henning |
Bericht Report |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica