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Publikationen

Zeige Ergebnisse 281 bis 290 von 14376.

  1. Anish Abhijit Diwan; Julen Urain; Jens Kober; Jan Peters

    Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2501.14856, Pages 1-22, arXiv, 2025.

  2. Leonhard Keller; Daniel Tanneberg; Jan Peters

    Neuro-Symbolic Imitation Learning: Discovering Symbolic Abstractions for Skill Learning

    In: IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025. IEEE International Conference on Robotics and Automation (ICRA), Pages 6519-6526, IEEE, 2025.

  3. Claudius Kienle; Benjamin Alt; Darko Katic; Rainer Jäkel; Jan Peters

    QueryCAD: Grounded Question Answering for CAD Models

    In: IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025. IEEE International Conference on Robotics and Automation (ICRA), Pages 5798-5805, IEEE, 2025.

  4. Dominik Straub; Tobias F. Niehues; Jan Peters; Constantin A. Rothkopf

    Inverse decision-making using neural amortized Bayesian actors

    In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), Pages 1-22, OpenReview.net, 2025.

  5. Anish Abhijit Diwan; Julen Urain; Jens Kober; Jan Peters

    Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation

    In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), Pages 1-22, OpenReview.net, 2025.

  6. Andrea Micheli; Arthur Bit-Monnot; Gabriele Röger; Enrico Scala; Alessandro Valentini; Luca Framba; Alberto Rovetta; Alessandro Trapasso; Luigi Bonassi; Alfonso Emilio Gerevini; Luca Iocchi; Felix Ingrand; Uwe Köckemann; Fabio Patrizi; Alessandro Saetti; Ivan Serina; Sebastian Stock

    Unified Planning: Modeling, manipulating and solving AI planning problems in Python

    In: SoftwareX, Vol. 29, Elsevier, 2/2025.

  7. Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Improving Medical Image Classification via Representation Fusion and Contrastive Learning

    In: International Conference on Digital Image Computing: Techniques and Applications (DICTA 2024). International Conference on Digital Image Computing Techniques and Applications (DICTA-2024), November 27-29, Pert, Australia, IEEE Xplore, 2025.

  8. Abdul Hannan Khan; Syed Tahseen Raza Rizvi; Andreas Dengel

    oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving

    In: IEEE (Hrsg.). Digital Image Computing: Techniques and Applications. International Conference on Digital Image Computing Techniques and Applications (DICTA-2024), 25th, November 27-29, Perth, WA, Australia, IEEE, 2025.

  9. Syed Tahseen Raza Rizvi; Abdul Hannan Khan; Andreas Dengel

    DTA: Detect Them All for Safe and Reliable Autonomous Driving

    In: IEEE (Hrsg.). Digital Image Computing: Techniques and Applications. International Conference on Digital Image Computing Techniques and Applications (DICTA), 25th, November 27-29, Perth, WA, Australia, IEEE, 2025.

  10. Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning

    In: 31st International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2024), December 2-6, Auckland, New Zealand, Springer Nature, 2025.

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