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Publications

Displaying results 1811 to 1820 of 15217.

  1. Manuel Brack; Sudeep Katakol; Felix Friedrich; Patrick Schramowski; Hareesh Ravi; Kristian Kersting; Ajinkya Kale

    How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.16679, Pages 1-18, Computing Research Repository, 2025.

  2. Lukas Helff; Ahmad Omar; Felix Friedrich; Wolfgang Stammer; Antonia Wüst; Tim Woydt; Rupert Mitchell; Patrick Schramowski; Kristian Kersting

    SLR: An Automated Synthesis Framework for Scalable Logical Reasoning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.15787, Pages 1-20, Computing Research Repository, 2025.

  3. Christoph Schuhmann; Robert Kaczmarczyk; Gollam Rabby; Felix Friedrich; Maurice Kraus; Kourosh Nadi; Huu Nguyen; Kristian Kersting; Sören Zepezauer

    EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.09827, Pages 1-20, Computing Research Repository, 2025.

  4. Sebastian Rödling; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    Causal Explanations Over Time: Articulated Reasoning for Interactive Environments

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.03915, Pages 1-20, Computing Research Repository, 2025.

  5. Duy Minh Ho Nguyen; An Thai Le; Trung Nguyen; Nghiem Tuong Diep; Tai Nguyen; Duy Duong-Tran; Jan Peters; Li Shen; Mathias Niepert; Daniel Sonntag

    Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model

    In: Vu Nguyen; Hsuan-Tien Lin (Hrsg.). Asian Conference on Machine Learning, 5-8 December 2024, Hanoi, Vietnam. Asian Conference on Machine Learning (ACML), Pages 687-702, Proceedings of Machine Learning Research, Vol. 260, PMLR, 2024.

  6. Piotr Kicki; Puze Liu; Davide Tateo; Haitham Bou-Ammar; Krzysztof Walas; Piotr Skrzypczynski; Jan Peters

    Fast Kinodynamic Planning on the Constraint Manifold With Deep Neural Networks

    In: IEEE Transactions on Robotics (T-RO), Vol. 40, Pages 277-297, IEEE, 2024.

  7. Pascal Klink; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    On the Benefit of Optimal Transport for Curriculum Reinforcement Learning

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 46, No. 11, Pages 7191-7204, IEEE Computer Society, 2024.

  8. Yang Weng; Sehwa Chun; Masaki Ohashi; Takumi Matsuda; Yuki Sekimori; Joni Pajarinen; Jan Peters; Toshihiro Maki

    Autonomous underwater vehicle link alignment control in unknown environments using reinforcement learning

    In: Journal of Field Robotics (JFR), Vol. 41, No. 6, Pages 1724-1743, Wiley Online Library, 2024.

  9. Daniel Palenicek; Florian Vogt; Joe Watson; Ingmar Posner; Jan Peters

    XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.25174, Pages 1-24, arXiv, 2025.

  10. Michael Drolet; Firas Al-Hafez; Aditya Bhatt; Jan Peters; Oleg Arenz

    Discrete Variational Autoencoding via Policy Search

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2509.24716, Pages 1-28, arXiv, 2025.

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