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Publikationen

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  1. Nils Dycke; Matej Zecevic; Ilia Kuznetsov; Beatrix Suess; Kristian Kersting; Iryna Gurevych

    STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond

    In: Wanxiang Che; Joyce Nabende; Ekaterina Shutova; Mohammad Taher Pilehvar (Hrsg.). Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), Pages 22687-22727, Association for Computational Linguistics, 2025.

  2. Hooman Tavakoli Ghinani; Nimesh Singh; Tatjana Legler; Achim Wagner; Martin Ruskowski

    Synthetic Data and Active Learning for Efficient Object Detection

    In: Janis Grabis; Yves Wautelet (Hrsg.). Advanced Information Systems Engineering Workshops - CAiSE 2025 Workshops - Proceedings. Workshop on Generation of Synthetic Datasets for Information Systems (GenSyn-2025), located at CaiSE 2025, June 16, Vienna, Austria, Pages 338-350, Lecture Notes in Business Information Processing (LNBIP), Vol. 556, ISBN 978-3-031-94931-9, Springer Nature, Cham, Switzerland, 2025.

  3. Vinit Vikas Hegiste; Vidit Goyal; Tatjana Legler; Martin Ruskowski

    Federated Action Recognition for Smart Worker Assistance Using FastPose

    In: International Conference on Federated Learning Technologies and Applications. International Conference on Federated Learning Technologies and Applications (FLTA-2025), IEEE, 2025.

  4. Julian Götz; Simon Lamoth; Martin Ruskowski

    Herstellerneutrale Integration eines Batterie-Energiespeicher-Systems in eine fähigkeitsbasierte Produktion

    In: VDI-Automation – Kongress 2025. VDI Automatisierungskongress (AUTOMATION-2025), VDI Verlag GmbH, 2025.

  5. Felix Friedrich; Katharina Hämmerl; Patrick Schramowski; Manuel Brack; Jindrich Libovický; Alexander Fraser; Kristian Kersting

    Multilingual Text-to-Image Generation Magnifies Gender Stereotypes

    In: Wanxiang Che; Joyce Nabende; Ekaterina Shutova; Mohammad Taher Pilehvar (Hrsg.). Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. Annual Meeting of the Association for Computational Linguistics (ACL), Pages 19656-19679, Association for Computational Linguistics, 2025.

  6. Théo Vincent; Daniel Palenicek; Boris Belousov; Jan Peters; Carlo D'Eramo

    Iterated emphQ-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-26, arXiv, 2025.

  7. Carlos E. Luis; Alessandro G. Bottero; Julia Vinogradska; Felix Berkenkamp; Jan Peters

    Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-31, arXiv, 2025.

  8. An Thai Le; Khai Nguyen; Minh Nhat Vu; Joao Carvalho; Jan Peters

    Model Tensor Planning

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-24, arXiv, 2025.

  9. Alexander Schultheis; Yannis Bertrand; Joscha Grüger; Lukas Malburg; Ralph Bergmann; Estefanía Serral Asensio

    Case-based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues

    In: Amiya Nayak (Hrsg.). IoT, Vol. 6, No. 4, MDPI, 10/2025.

  10. Sriraam Natarajan; Saurabh Mathur; Sahil Sidheekh; Wolfgang Stammer; Kristian Kersting

    Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

    In: Toby Walsh; Julie Shah; Zico Kolter (Hrsg.). AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. AAAI Conference on Artificial Intelligence (AAAI), Pages 28594-28600, AAAI Press, 2025.

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