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  1. Sämann, Timo [Author] ; Groß, Horst-Michael [Degree supervisor]; Mäder, Patrick [Degree supervisor]; Fingscheidt, Tim [Degree supervisor] Technische Universität Ilmenau

    Mechanisms to increase the safety of safety-critical Deep Neural Network-based environmental perception for autonomous driving

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    Ilmenau: Universitätsbibliothek, [2024?]

  2. Nagel, Alexander [Author]; Sämann, Timo [Author] ; Valeo Schalter und Sensoren GmbH

    Forschungsprojekt KI-Absicherung - Automatisierte Fahrfunktionen : Schlussbericht : zu den Teilprojekten: TP1 - KI-funktion; TP2 - Generieren von synthetischen Lern- und Testdaten; TP4 - Methoden und Maßnahmen zur Absicherung von KI; TP4 - Gesamtheitliche KI-Absicherungsstrategie; TP5 - Projektmanagement und Dissemination : Laufzeit: 01.07.2019-30.06.2022

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    Bietigheim-Bissingen: Valeo Schalter und Sensoren GmbH, 15.12.2022

  3. Sämann, Timo [Author]; Hammam, Ahmed Mostafa [Author]; Bursuc, Andrei [Author]; Stiller, Christoph [Author]; Groß, Horst-Michael [Author]

    Improving predictive performance and calibration by weight fusion in semantic segmentation

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    San Diego, Calif.: Neural Information Processing Systems, [2022]

  4. Sämann, Timo [Author]; Hammam, Ahmed Mostafa [Author]; Bursuc, Andrei [Author]; Stiller, Christoph [Author]; Groß, Horst-Michael [Author] ; Machine Learning for Autonomous Driving Workshop at the 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA, Online [Contributor]; 2022.11.28-12.09 [Contributor]

    Improving predictive performance and calibration by weight fusion in semantic segmentation

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    Neural Information Processing Systems, 2022-12-03

  5. Scholz, Stephan [Author]; Mock, Michael [Author]; Akila, Maram [Author]; Albrecht, Andreas [Author]; Amende, Karl [Author]; Bauer, Fridolin [Author]; Blank, Frédérik [Author]; Blattmann, Andreas [Author]; Brasch, Nikolas [Author]; Fürst, Michael [Author]; Gay, Nicolas [Author]; Gerres, Sebastian [Author]; Gottschalk, Hanno [Author]; Grau, Oliver [Author]; Guenther, Johannes [Author]; Hagn, Korbinian [Author]; Heidenreich, Philipp [Author]; Heller, Niels [Author]; Hellert, Christian [Author]; Heming, Simon [Author]; Herrmann, Martin [Author]; Hirsch, Alexander [Author]; Hüger, Fabian [Author]; Huber, Markus [Author]; [...] ; Volkswagen AG, Fraunhofer-Institut Intelligente Analyse- und Informationssysteme, Bayerische Motoren Werke, Opel Automobile GmbH, Audi AG, Robert Bosch GmbH, Continental Aktiengesellschaft, HELLA Aglaia Mobile Vision GmbH, Valeo Schalter und Sensoren GmbH, ZF Friedrichshafen AG, VAIVA, Intel Deutschland GmbH, Luxoft GmbH, Accenture Song Content Germany, umlaut systems GmbH, QualityMinds GmbH, Bergische Universität Wuppertal, Universität Heidelberg, Technische Universität München, Deutsches Forschungszentrum für Künstliche Intelligenz, Deutsches Zentrum für Luft- und Raumfahrt, FZI Forschungszentrum Informatik, Merantix Momentum GmbH, e:fs TechHub

    Abschlussbericht KI Absicherung : gemeinsamer Abschlussberichts des Verbundprojektes KI Absicherung (öffentliche Version) - [Version: 1.0]

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    [Wolfsburg]: Volkswagen AG, 31.12.2022

  6. Houben, Sebastian [Author]; Abrecht, Stephanie [Author]; Akila, Maram [Author]; Bär, Andreas [Author]; Brockherde, Felix [Author]; Feifel, Patrick [Author]; Fingscheidt, Tim [Author]; Gannamaneni, Sujan Sai [Author]; Ghobadi, Seyed Eghbal [Author]; Hammam, Ahmed [Author]; Haselhoff, Anselm [Author]; Hauser, Felix [Author]; Heinzemann, Christian [Author]; Hoffmann, Marco [Author]; Kapoor, Nikhil [Author]; Kappel, Falk [Author]; Klingner, Marvin [Author]; Kronenberger, Jan [Author]; Küppers, Fabian [Author]; Löhdefink, Jonas [Author]; Mlynarski, Michael [Author]; Mock, Michael [Author]; Mualla, Firas [Author]; Pavlitskaya, Svetlana [Author]; [...]

    Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

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    Sankt Augustin: Hochschule Bonn-Rhein-Sieg, 2022

  7. Schwalbe, Gesina; Knie, Bernhard; Sämann, Timo; Dobberphul, Timo; Gauerhof, Lydia; Raafatnia, Shervin; Rocco, Vittorio

    Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops: Structuring the Safety Argumentation for Deep Neural Network Based Perception in Automotive Applications

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    Springer International Publishing, 2020

    Published in: Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops (2020), Seite 383-394

  8. Ostkamp, Patrick; Salmen, Anke; Pignolet, Béatrice; Görlich, Dennis; Andlauer, Till F. M.; Schulte-Mecklenbeck, Andreas; Gonzalez-Escamilla, Gabriel; Bucciarelli, Florence; Gennero, Isabelle; Breuer, Johanna; Antony, Gisela; Schneider-Hohendorf, Tilman; Mykicki, Nadine; Bayas, Antonios; Then Bergh, Florian; Bittner, Stefan; Hartung, Hans-Peter; Friese, Manuel A.; Linker, Ralf A.; Luessi, Felix; Lehmann-Horn, Klaus; Mühlau, Mark; Paul, Friedemann; Stangel, Martin; [...]

    Sunlight exposure exerts immunomodulatory effects to reduce multiple sclerosis severity

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    Proceedings of the National Academy of Sciences, 2021

    Published in: Proceedings of the National Academy of Sciences, 118 (2021) 1