Fraunhofer Institute for Cognitive Systems IKS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2022 | Application of Differential Game Theory for Vehicle Collision Avoidance Hans, Ole |
Master Thesis |
| 2022 | Beyond Test Accuracy: The Effects of Model Compression on CNNs Schwaiger, Adrian; Schwienbacher, Kristian; Roscher, Karsten |
Konferenzbeitrag Conference Paper |
| 2022 | Characteristics of Quantum Architectures in Reinforcement Learning Applications Dragan, Theodora-Augustina |
Master Thesis |
| 2022 | Computer Safety, Reliability, and Security. 41st International Conference, SAFECOMP 2022. Proceedings | Tagungsband Conference Proceeding |
| 2022 | Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, DECSoS, DepDevOps, SASSUR, SENSEI, USDAI, and WAISE. Proceedings | Tagungsband Conference Proceeding |
| 2022 | Concept for Safe Interaction of Driverless Industrial Trucks and Humans in Shared Areas Drabek, Christian; Kosmalska, Anna; Weiß, Gereon; Ishigooka, Tasuku; Otsuka, Satoshi; Mizuochi, Mariko |
Konferenzbeitrag Conference Paper |
| 2022 | Dependable Computing - EDCC 2022 Workshops. Proceedings | Tagungsband Conference Proceeding |
| 2022 | Formally Compensating Performance Limitations for Imprecise 2D Object Detection Schuster, Tobias; Seferis, Emmanouil; Burton, Simon; Cheng, Chih-Hong |
Konferenzbeitrag Conference Paper |
| 2022 | Framework for Data and AI Lifecycle. Research Project REMORA Van, Hoai My; Dreiser, Marc; Sawczuk da Silva, Alexandre; Weiß, Gereon |
Vortrag Presentation |
| 2022 | Fuzzy Interpretation of Operational Design Domains in Autonomous Driving Salvi, Aniket; Weiß, Gereon; Trapp, Mario; Oboril, Fabian; Buerkle, Cornelius |
Konferenzbeitrag Conference Paper |
| 2022 | Implementing a Metadata Manager for Machine Learning with the Asset Administration Shell Sawczuk da Silva, Alexandre; Van, Hoai My; Weiß, Gereon |
Konferenzbeitrag Conference Paper |
| 2022 | Intelligent Testing for Autonomous Vehicles - Methods and Tools Cheng, Chih-Hong |
Vortrag Presentation |
| 2022 | Investigation of Out-of-Distribution Detection Using Contrastive Learning Adeoti, Temiloluwa Olawamiwa |
Master Thesis |
| 2022 | Is it all a cluster game? Sinhamahapatra, Poulami; Koner, Rajat; Roscher, Karsten; Günnemann, Stephan |
Konferenzbeitrag Conference Paper |
| 2022 | Logically Sound Arguments for the Effectiveness of ML Safety Measures Cheng, Chih-Hong; Schuster, Tobias; Burton, Simon |
Konferenzbeitrag Conference Paper |
| 2022 | Neural Criticality Metric for Object Detection Deep Neural Networks Diviš, Václav; Schuster, Tobias; Hrúz, Marek |
Konferenzbeitrag Conference Paper |
| 2022 | On Quantum Computing for Neural Network Robustness Verification Franco, Nicola; Wollschläger, Tom; Gao, Nicholas; Lorenz, Jeanette Miriam; Günnemann, Stephan |
Vortrag Presentation |
| 2022 | On the stony way to a practical quantum advantage Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2022 | Planning via model checking with decision-tree controllers Kiesbye, Jonis; Grover, Kush; Ashok, Pranav; Křetínský, Jan |
Konferenzbeitrag Conference Paper |
| 2022 | Preventing Failures of Cooperative Maneuvers Among Connected and Automated Vehicles Häfner, Bernhard; Jiru, Josef; Schepker, Henning F.; Schmitt, Georg Albrecht; Ott, Jörg |
Zeitschriftenaufsatz Journal Article |
| 2022 | Prioritizing Corners in OoD Detectors via Symbolic String Manipulation Cheng, Chih-Hong; Changshun, Wu; Seferis, Emmanouil; Bensalem, Saddek |
Konferenzbeitrag Conference Paper |
| 2022 | Quantum Robustness Verification: A Hybrid Quantum-Classical Neural Network Certification Algorithm Franco, Nicola; Wollschläger, Tom; Gao, Nicholas; Lorenz, Jeanette Miriam; Günnemann, Stephan |
Konferenzbeitrag Conference Paper |
| 2022 | Region of interest based non-dominated sorting genetic algorithm-II Manuel, Manu; Hien, Benjamin; Conrady, Simon; Kreddig, Arne; Doan, Nguyen Anh Vu; Stechele, Walter |
Konferenzbeitrag Conference Paper |
| 2022 | Safety Assurance of Machine Learning for Perception Functions Burton, Simon; Hellert, Christian; Hüger, Fabian; Mock, Michael; Rohatschek, Andreas |
Aufsatz in Buch Book Article |
| 2022 | Safety Implications of Runtime Adaptation to Changing Operating Conditions Salvi, Aniket; Weiß, Gereon; Trapp, Mario; Oboril, Fabian; Buerkle, Cornelius |
Konferenzbeitrag Conference Paper |
| 2022 | SEC-Learn: Sensor Edge Cloud for Federated Learning Aichroth, Patrick; Antes, Christoph; Gembaczka, Pierre; Graf, Holger; Johnson, David S.; Jung, Matthias; Kämpfe, Thomas; Kleinberger, Thomas; Köllmer, Thomas; Kuhn, Thomas; Kutter, Christoph; Krüger, Jens; Loroch, Dominik M.; Lukashevich, Hanna; Laleni, Nelli; Zhang, Lei; Leugering, Johannes; Martín Fernández, Rodrigo; Mateu, Loreto; Mojumder, Shaown; Prautsch, Benjamin; Pscheidl, Ferdinand; Roscher, Karsten; Schneickert, Sören; Vanselow, Frank; Wallbott, Paul; Walter, Oliver; Weber, Nico |
Konferenzbeitrag Conference Paper |
| 2022 | Selected Challenges in ML Safety for Railway Cheng, Chih-Hong |
Vortrag Presentation |
| 2022 | Simulative Uncertainty Analysis of Camera-Based Object Detection for Autonomous Vehicles Misik, Adam |
Master Thesis |
| 2022 | Software Architectural Design for Safety in Automated Driving Systems El Kabdani, Yassine |
Master Thesis |
| 2022 | Software Architectural Design for Safety in Automated Parking System Hernández, Roger Tremosa |
Master Thesis |
| 2022 | The Effect of Noise on the Performance of the Variational Quantum Eigensolver Oliv, Marita; Matic, Andrea; Messerer, Thomas; Lorenz, Jeanette Miriam |
Poster |
| 2022 | Towards Anomaly Detection in Reinforcement Learning Müller, Robert; Illium, Steffen; Phan, Thomy; Haider, Tom; Linnhoff-Popien, Claudia |
Konferenzbeitrag Conference Paper |
| 2022 | Uncertainty-Aware Hierarchical Reinforcement Learning Robust to Noisy Observations Schmoeller da Roza, Felippe |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica