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Jahr: 2022
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  1. Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

    Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?

    In: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and …

  2. Lukas Struppek; Dominik Hintersdorf; Daniel Neider; Kristian Kersting

    Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

    In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and Transparency (ACM …

  3. Wolfgang Stammer; Marius Memmel; Patrick Schramowski; Kristian Kersting

    Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations

    In: IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2022), …

  4. Mei Ling Fang; Devendra Singh Dhami; Kristian Kersting

    DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs

    In: Martin Michalowski; Syed Sibte Raza Abidi; Samina Abidi (Hrsg.). Artificial Intelligence in Medicine - 20th International Conference on Artificial …

  5. Lukas Groß; Lasse Jenning Shala; Shivesh Kumar; Frank Kirchner; Christoph Lüth

    Analytic Estimation of Region of Attraction of an LQR Controller for Torque Limited Simple Pendulum

    In: 61st IEEE Conference on Decision and Control. IEEE Conference on Decision and Control (CDC-2022), Conference on Decision and Control, December …

  6. Harihara Bharathy Swaminathan; Aron Sommer; Andreas Becker; Martin Atzmueller

    Performance Evaluation of GNSS Position Augmentation Methods for Autonomous Vehicles in Urban Environments

    In: Sensors - Open Access Journal (Sensors), Vol. 22, No. 21, Page 8419, MDPI, Basel, Switzerland, 11/2022.

  7. Muhammad Nabeel Asim; Ahtisham Fazeel; Muhammad Ali Ibrahim; Andreas Dengel; Sheraz Ahmed

    MP-VHPPI: Meta predictor for viral host protein-protein interaction prediction in multiple hosts and viruses

    In: Frontiers in Medicine, Vol. 9, Pages 1-20, Frontiers Media SA, 11/2022.

  8. Muhammad Ali Ibrahim Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Ahtisham Fazeel; Andreas Dengel; Sheraz Ahmed

    DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method

    In: Briefings in Bioinformatics, Vol. 24, No. 1, Pages 546-566, Oxford University Press, 12/2022.

  9. Julian Wörmann; Daniel Bogdoll; Etienne Bührle; Han Chen; Evaristus Fuh Chuo; Kostadin Cvejoski; Ludger van Elst; Philip Gottschall; Stefan Griesche; Christian Hellert; Christian Hesels; Sebastian Houben; Tim Joseph; Niklas Keil; Johann Kelsch; Hendrik Königshof; Erwin Kraft; Leonie Kreuser; Kevin Krone; Tobias Latka; Denny Mattern; Stefan Matthes; Mohsin Munir; Moritz Nekolla; Adrian Paschke; Maximilian Alexander Pintz; Tianming Qiu; Faraz Qureishi; Syed Tahseen Raza Rizvi; Jörg Reichardt; Laura von Rueden; Stefan Rudolph; Alexander Sagel; Tobias Scholl; Gerhard Schunk; Hao Shen; Hendrik Stapelbroek; Vera Stehr; Gurucharan Srinivas; Anh Tuan Tran; Abhishek Vivekanandan; Ya Wang; Florian Wasserrab; Tino Werner; Christian Wirth; Stefan Zwicklbauer

    Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

    arXiv, 2022.

  10. Sönke Knoch; Marco Hüster; Matthias Jost; Jonas Mohr; Dieter Merkel; Andreas Luxenburger; Tim Schwartz; Jeong-Jung Kim; Doo-Yeol Koh; Jinseong Park

    WALL-ET: Assistance in Supermarkets and Warehouses through Social Cognitive Robots

    In: 2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). IEEE International Conference on Artificial Intelligence …

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