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Jahr: 2021
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  1. Rolf Drechsler; Jannis Ulrich Stoppe

    Noch analog oder lebst Du schon? Mit N½rdman durch die Welt von heute... und morgen

    ISBN 978-3-658-32413-1, Springer, 2021.

  2. Fabrizio Nunnari; Judith Bauerdiek; Lucas Bernhard; Cristina España-Bonet; Corinna Jäger; Amelie Unger; Kristoffer Waldow; Sonja Wecker; Elisabeth André; Stephan Busemann; Christian Dold; Arnulph Fuhrmann; Patrick Gebhard; Yasser Hamidullah; Marcel Hauck; Yvonne Kossel; Martin Misiak; Dieter Wallach; Alexander Stricker

    AVASAG: A German Sign Language Translation System for Public Services

    In: 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). International Workshop on Automatic Translation for …

  3. Fabio Muratore; Michael Gienger; Jan Peters

    Assessing Transferability From Simulation to Reality for Reinforcement Learning

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 43, No. 4, Pages 1172-1183, IEEE, 2021.

  4. Riad Akrour; Asma Atamna; Jan Peters

    Convex optimization with an interpolation-based projection and its application to deep learning

    In: Machine Learning, Vol. 110, No. 8, Pages 2267-2289, Springer, 2021.

  5. Carlo D'Eramo; Andrea Cini; Alessandro Nuara; Matteo Pirotta; Cesare Alippi; Jan Peters; Marcello Restelli

    Gaussian Approximation for Bias Reduction in Q-Learning

    In: Journal of Machine Learning Research, Vol. 22, Pages 277:1-277:51, JMLR, 2021.

  6. Lukas Malburg; Manfred-Peter Rieder; Ronny Seiger; Patrick Klein; Ralph Bergmann

    Object Detection for Smart Factory Processes by Machine Learning

    In: The 12th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 4th International Conference on Emerging Data and …

  7. Hardik Arora; Christoph Langenhan; Frank Petzold; Viktor Eisenstadt; Klaus-Dieter Althoff

    METIS-GAN: An approach to generate spatial configurations using deep learning and semantic building models

    In: Proceedings of the European Conference on Product and Process Modeling 2020-2021. European Conference on Product and Process Modeling …

  8. Jürgen Beyerer; Sirko Straube; Thomas Deserno; Igor Tchouchenkov; Armin Wedler

    Kompetent im Einsatz Variable Autonomie Lernender Systeme in lebensfeindlichen Umgebungen

    Lernende Systeme - Die Plattform für künstliche Intelligenz, 2/2021.

  9. Carlos José Gonzalez Rojas; Andreas Dengel; Mateus Dias Ribeiro

    Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations

    In: Combining Artificial Intelligence and Machine Learning with Physics Sciences. AAAI Spring Symposium (AAAI SSS-2021), March 22-24, Palo Alto, …

  10. Michael Gundall; Mathias Strufe; Hans Dieter Schotten; Peter Rost; Christian Markwart; Rolf Blunk; Arne Neumann; Jan Grießbach; Markus Aleksy; Dirk Wübben

    Introduction of a 5G-Enabled Architecture for the Realization of Industry 4.0 Use Cases

    In: IEEE Access, Vol. 9, Pages 25508-25521, IEEE, 2/2021.

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