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Jahr: 2022
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  1. Christian Müller; Roland Vogt; Andreas Nonnengart; Matthias Klusch; André Meyer-Vitali

    Security of AI Systems: Fundamentals - Security Aspects of Symbolic and Hybrid AI Systems

    BSI Federal Office for Information Security, BSI Bericht, 2022.

  2. Alan Le Goallec; Samuel Diai; Sasha Collin; Jean-Baptiste Prost; Théo Vincent; Chirag J Patel

    Using deep learning to predict abdominal age from liver and pancreas magnetic resonance images

    In: Nature Communications, Vol. 13, No. 1, Pages 1979-1979, Nature Publishing Group UK London, 2022.

  3. Xiaoqi Li; Haoyuan Chen; Chen Li; Md Mamunur Rahaman; Xintong Li; Jian Wu; Xiaoyan Li; Hongzan Sun; Marcin Grzegorzek

    What can machine vision do for lymphatic histopathology image analysis: A comprehensive review

    In: ArXiv e-prints (arxiv), Vol. 2201.08550, arXiv, 2022.

  4. Karlheinz Steinmüller; Aljoscha Burchardt; Kai Gondlach; Heiko von der Gracht; Stefanie Kisgen; Kai Ellermann; Melanie Martini; Marcus John

    Kann Künstliche Intelligenz Zukunftsforschung? – Ein spekulativer Impuls

    In: Zeitschrift für Zukunftsforschung, Vol. 2022, No. 1, Pages 4-26, Zeitschrift für Zukunftsforschung e.V. 2022.

  5. Bilal Wehbe; Nimish Shrenik Shah; Miguel Bande Firvida; Christian Backe

    Sonar-to-RGB Image Translation for Diver Monitoring in Poor Visibility Environments

    In: OCEANS 2022, Hampton Roads. OCEANS MTS/IEEE Conference (OCEANS-2022), October 17-20, Pages 1-9, OCEANS IEEE, 10/2022.

  6. Aidmar Wainakh; Fabrizio Ventola; Till Müßig; Jens Keim; Carlos Garcia Cordero; Ephraim Zimmer; Tim Grube; Kristian Kersting; Max Mühlhäuser

    User-Level Label Leakage from Gradients in Federated Learning

    In: Proceedings on Privacy Enhancing Technologies (PoPETs), Vol. 2022, No. 2, Pages 227-244, De Gruyter, 2022.

  7. Patrick Schramowski; Cigdem Turan; Nico Andersen; Constantin A. Rothkopf; Kristian Kersting

    Large pre-trained language models contain human-like biases of what is right and wrong to do

    In: Nature Machine Intelligence, Vol. 4, No. 3, Pages 258-268, Springer, 2022.

  8. Parisa Kordjamshidi; Dan Roth; Kristian Kersting

    Declarative Learning-Based Programming as an Interface to AI Systems

    In: Frontiers in Artificial Intelligence, Vol. 5, Pages 0-10, Frontiers, 2022.

  9. Xiang Xu; Lu Wang; Arsène Pérard-Gayot; Richard Membarth; Cuiyu Li; Chenglei Yang; Philipp Slusallek

    Temporal Coherence-Based Distributed Ray Tracing of Massive Scenes

    In: IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 30, No. 2, Pages 1489-1501, IEEE, 11/2022.

  10. Thomas Stauner; Frédérik Blank; David Michael Fürst; Johannes Günther; Korbinian Hagn; Philipp Heidenreich; Markus Huber; Bastian Knerr; Thomas Schulik; Karl-Ferdinand Leiß

    SynPeDS: A Synthetic Dataset for Pedestrian Detection in Urban Traffic Scenes

    In: Proceedings of the 6th ACM Computer Science in Cars Symposium. ACM Computer Science in Cars Symposium (CSCS-2022), ACM, 12/2022.

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