Publications

• KARLI Poster (pdf) and KARLI Paper (external Link) (both created for the Human-Computer Interaction “HCI” International Conference 2022)
• Technical paper: Gaussian-base runtime detection of out-of-distribution inputs for neural networks by Vahid Hashemi et al.
• Abstract: Modified Multiple Resource Model for multi-modal HMIs in automated driving (by Anne Pagenkopf, Miriam Schweiker, Marlis Fleischmann, and Arnd Engeln)
• Technical paper: Backdoor Mitigation in Deep Neural Networks via Strategic Retraining (by Akshay Dhonthi, Ernst Moritz Hahn, and Vahid Hashemi)
• Paper (German): Display of Artificial Intelligence in the vehicle HMI (by Dr.-Ing. Peter Rössger)
• Paper (German): HMI adaptation through artificial intelligence (by Dr.-Ing. Peter Rössger)
• Whitepaper: Event driven cloud-based architecture for Data Centric AI development (by Dr. Marc Großerüschkamp, and Mina Khosravifard)
• Technical paper: AGNES: Abstraction-guided Framework for Deep Neural Networks Security (by Akshay Dhonthi, Marcello Eiermann, Ernst Moritz Hahn, and Vahid Hashemi)
• Article: What Will Visual Assistant of AV Look Like? AEM Magazine, South Korea (with Peter Rössger, studiokurbos, et al.)
• Blog post (only in German): Anwendungsfälle für die Fahrzeuginnenraumerfassung: Sicherheit, Komfort und gesetzliche Anforderungen im Blick, Fraunhofer IOSB Blog (by Dr.-Ing. Michael Voit)
• Technical paper (only in English): Development and qualitative evaluation of new concepts to promote level-compliant driver behavior in automated driving (by Nuria Brüggemann, Sebastian Preis, Anne Pagenkopf and Arnd Engeln)

Presentations

• Official KARLI Project Presentation (German)
• Computer Vision in the KARLI Project (Presentation held by Dr. Frederik Diederichs at the European Conference for Computer Vision 2022)

Information

• Infographic: KARLI Personas (pdf)
• KARLI user roles (in the context of automated driving) – German only

• User journey: “Lisa’s way to work day 2” (pdf)

• User journey: “Anke picks up son from soccer” (pdf)

• User journey: “Matthias’ longer drive to customer appointment in Magdeburg” (pdf)