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Jahr: 2022
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  1. 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, Online, 2022.

  2. 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, Ginowan, Okinawa, Japan, Pages 587-593, IEEE, 2022.

  3. Kristina Boss; Roland Roller; Alexander Woywodt; Andreas Kribben; Klemens Budde; Stefan Becker

    Künstliche Intelligenz in der Nephrologie

    In: Die Nephrologie, Vol. 17, No. 6, Pages 399-404, Springer, 2022.

  4. David Samhammer; Roland Roller; Patrik Hummel; Bilgin Osmanodja; Aljoscha Burchardt; Manuel Mayrdorfer; Wiebke Duettmann; Peter Dabrock

    "Nothing works without the doctor:" Physicians' perception of clinical decision-making and artificial intelligence

    In: Frontiers in Medicine, Vol. 9, Pages 1-10, Frontiers, 2022.

  5. Roland Roller; Manuel Mayrdorfer; Wiebke Duettmann; Marcel Naik; Danilo Schmidt; Fabian Halleck; Patrik Hummel; Aljoscha Burchardt; Sebastian Möller; Peter Dabrock; Bilgin Osmanodja; Klemens Budde

    Evaluation of a clinical decision support system for detection of patients at risk after kidney transplantation

    In: Frontiers in Public Health, Vol. 10, Pages 1-15, Frontiers, 2022.

  6. Mariana Neves; Antonio Jimeno Yepes; Amy Siu; Roland Roller; Philippe Thomas; Maika Vicente Navarro; Lana Yeganova; Dina Wiemann; Giorgio Maria Di Nunzio; Federica Vezzani; others

    Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports

    In: WMT22-Seventh Conference on Machine Translation. Conference on Machine Translation (WMT-2022), Pages 694-723, 2022.

  7. Laura Seiffe; Fares Kallel; Sebastian Möller; Babak Naderi; Roland Roller

    Subjective Text Complexity Assessment for German

    In: Proceedings of the Language Resources and Evaluation Conference. International Conference on Language Resources and Evaluation (LREC-2022), Marseille, France, Pages 707-714, European Language Resources Association, 6/2022.

  8. 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 Workshop Proceeding, Vol. 3318, CEUR, 2022.

  9. 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.

  10. Philipp Woock; Ajish Babu

    Autonome Robotersysteme in der Altlastensanierung

    In: Volker Franzius; Michael Altenbockum; Thomas. Gerhold (Hrsg.). Handbuch Altlastensanierung und Flächenmanagement, Vol. 93. Aktualisierung, 3. Aufl. Pages 0-0, Rehm Verlag, 2022.

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