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Jahr: 2022
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  1. Soniya Vijayakumar

    Interpretability in Activation Space Analysis of Transformers: A Focused Survey

    In: AIMLAI' 22 Workshop. ACM International Conference on Information and Knowledge Management (CIKM-2022), October 17-21, Atlanta, Georgia, USA, CEUR …

  2. Amos Smith; Jeremy Coffelt; Kai Lingemann

    A Deep Learning Framework for Semantic Segmentation of Underwater Environments

    In: OCEANS 22 Hampton Roads. OCEANS MTS/IEEE Conference (OCEANS-2022), October 17-20, Hampton Roads, VA, USA, IEEE, 10/2022.

  3. Mohammad Minouei; Mohammad Reza Soheili; Didier Stricker

    Efficient Table Lines Segmentation with Asymmetric Convolutions

    In: Wolfgang Osten; Dmitry Nikolaev; Jianhong Zhou (Hrsg.). Proceedings Volume 12084, Fourteenth International Conference on Machine Vision (ICMV …

  4. Pramod Narasimha Murthy; Bertram Taetz; Didier Stricker

    Latenzarme Erkennung vonWassersprungbewegungen in Trainingsvideos

    In: 20. Frühjahrsschule "Technologien im Leistungssport". Frühjahrsschule "Technologien im Leistungssport", September 7-8, Leipzig, Germany, IAT, …

  5. Tim Schneider; Boris Belousov; Hany Abdulsamad; Jan Peters

    Active inference for robotic manipulation

    In: The 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2022). Multidisciplinary Conference on Reinforcement …

  6. Tim Schneider; Boris Belousov; Georgia Chalvatzaki; Diego Romeres; Devesh K. Jha; Jan Peters

    Active Exploration for Robotic Manipulation

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  7. Max Siebenborn; Boris Belousov; Junning Huang; Jan Peters

    How Crucial is Transformer in Decision Transformer?

    In: NeurIPS 2022 Workshop - Foundation Models for Decision Making. Workshop on Foundation Models for Decision Making (FMDM-2022), December 3, Virtual, …

  8. Rustam Galljamov; Guoping Zhao; Boris Belousov; André Seyfarth; Jan Peters

    Improving Sample Efficiency of Example-Guided Deep Reinforcement Learning for Bipedal Walking

    In: IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, …

  9. Patrick Gebhard; Dimitra Tsovaltzi; Tanja Schneeberger; Fabrizio Nunnari

    Serious Games with SIAs

    In: Birgit Lugrin; Catherine Pelachaud; David Traum. The Handbook on Socially Interactive Agents: 20 years of Research on Embodied Conversational …

  10. Silvan Mertes; Alexander Heimerl; Tanja Schneeberger; Tobias Baur; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André

    Generating personalized behavioral feedback for a virtual job interview training system through adversarial learning

    In: Proceedings of the 23rd International Conference on Artificial Intelligence in Education. International Conference on Artificial Intelligence in …

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