Foundations of Systems AI

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1. Tobias Wirth; Mihai Maftei; Rosa Esther Martin Peña; Iris Merget

   Towards Trusted AI: A Blueprint for Ethics Assessment in Practice

   In: Rebekka Görge; Elena Haedecke; Maximilian Poretschkin; Anna Schmitz (Hrsg.). Symposium on Scaling AI Assessments (SAIA 2024). Symposium on Scaling AI Assessments (SAIA-2024), September 30 - October 1, Cologne, Germany, Pages 7:1-7:19, Open Access Series in Informatics (OASIcs), Vol. 126, ISBN ISSN 2190-6807, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 1/2025.

2. Niharika Hegde; Shishir Muralidhara; René Schuster; Didier Stricker

   Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation

   In: IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, IEEE, 2025.

3. Chi Zhang; Janis Sprenger; Zhongjun Ni; Christian Berger

   Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability

   In: IEEE Transactions on Intelligent Vehicles (T-IV), Vol. 1, Pages 1-16, IEEE, 12/2024.

4. Joshua Meyer; Alexander Rath; Ömercan Yazici; Philipp Slusallek

   MARS: Multi-sample Allocation through Russian roulette and Splitting

   In: SIGGRAPH Asia 2024 Conference Papers. ACM SiggraphAsia (SigAsia-2024), December 3-6, Tokyo, Japan, SA '24 (SA '24), ISBN 9798400711312, Association for Computing Machinery, New York, NY, USA, 12/2024.

5. Eleftherios Avramidis; Annika Grützner-Zahn; Manuel Brack; Patrick Schramowski; Pedro Ortiz Suarez; Malte Ostendorff; Fabio Barth; Shushen Manakhimova; Vivien Macketanz; Georg Rehm; Kristian Kersting

   Occiglot at WMT24: European open-source large language models evaluated on translation

   In: Philipp Koehn; Barry Haddow; Tom Kocmi; Christof Monz (Hrsg.). Proceedings of the Ninth Conference on Machine Translation. Conference on Machine Translation (WMT-24), located at EMNLP 2024, November 15-16, Miami, Florida, USA, Association for Computational Linguistics, 11/2024.

6. Kevin Herman Muraro Gularte; João Paulo Javidi da Costa; José Alfredo Ruiz Vargas; Antonio Santos da Silva; Giovanni Almeida Santos; Yuming Wang; Christian Alfons Müller; Christoph Lipps; Rafael Timóteo de Sousa; Walter de Britto Vidal Filho; Philipp Slusallek; Hans Dieter Schotten

   Integrating Cybersecurity in V2X: A Review of Simulation Environments

   In: IEEE Access (IEEE), Vol. 12, Pages 177946-177985, IEEE, 11/2024.

7. Supreeth Mysore Venkatesh; Antonio Macaluso; Marlon Nuske; Matthias Klusch; Andreas Dengel

   Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites

   In: ArXiv e-prints (arxiv), Vol. arXiv:2408.06007, Pages 1-6, arXiv, 8/2024.

8. Tim Dahmen; Niklas Rottmayer; Markus Kronenberger; Katja Schladitz; Claudia Redenbach

   A Neural Model for High-Performance Scanning Electron Microscopy Image Simulation of Porous Materials

   In: Synthetic Data for Computer Vision Workshop @ CVPR 2024. CVPR Workshop on Synthetic Data for Computer Vision (SynData4CV-2024), located at CVPR 2024, June 18, Seattle, OR, USA, CFV, 6/2024.

9. Tae Yeob Kang; Haebom Lee; Sungho Suh

   An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns

   In: IEEE Transactions on Device and Materials Reliability, Vol. 24, No. 3, Pages 380-389, IEEE, 6/2024.

10. Iris Merget; Christiane Plociennik; Mihai Maftei; Aljoscha Burchardt; Djalel Benbouzid; Laura Lucaj; Marc Hauer; Abdeldjallil Naceri; Patrick van der Smagt

    Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems

    In: ArXiv e-prints (arxiv), Vol. 0, Pages 0-0, Cornell University - ArXiv, 5/2024.

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