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Jahr: 2024
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  1. Hannes Kath; Thiago Gouvea; Daniel Sonntag

    Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets

    In: Proceedings of the 2024 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology …

  2. Supreeth Mysore Venkatesh; Antonio Macaluso; Marlon Nuske; Matthias Klusch; Andreas Dengel

    Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites

    In: ArXiv e-prints (arxiv), Vol. arXiv:2408.06007, Pages 1-6, arXiv, 8/2024.

  3. Supreeth Mysore Venkatesh; Antonio Macaluso; Marlon Nuske; Matthias Klusch; Andreas Dengel

    Qubit-efficient Variational Quantum Algorithms for Image Segmentation

    In: ArXiv e-prints (arxiv), Vol. arXiv:2405.14405, Pages 1-7, arXiv, 2024.

  4. Sofija Engelson; Jan Ehrhardt; Timo Kepp; Joshua Niemeijer; Heinz Handels

    LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas

    In: ArXiv e-prints (arxiv), Vol. arXiv:2406.03984, Pages 1-17, arXiv, 6/2024.

  5. Sabine Janzen; Prajvi Saxena; Cicy Agnes; Wolfgang Maaß

    Adaptive AI Systems in Knee Rehabilitation: Integrating Artificial Mental Models for Personalized Patient Support

    In: 13. Jahreskongress der Deutschen Kniegesellschaft. Jahreskongress der Deutschen Kniegesellschaft (DKG-2024), November 8-9, Hamburg, Germany, DKG, …

  6. Hannes Kath; Patricia P. Serafini; Ivan B. Campos; Thiago Gouvea; Daniel Sonntag

    Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife

    In: Ecological Informatics, Vol. 82, Pages 1-9, Elsevier, 2024.

  7. Tobias Jungbluth; Maurice Rekrut; Amr Gomaa; Michael Feld

    Tailoring Takeover Requests in Autonomous Driving to Mental Workload

    In: 5th International Neuroergonomics Conference. Neuroergonomics Conference (NEC-2024), July 8-12, Bordeaux, France, Frontiers in Neuroergonomics, …

  8. Amelie Scharf; Claus von der Burchard; Ayse Tatli; Monty Santarossa; Julia Andresen; Reinhard Koch; Heinz Handels; Timo Kepp; Johann Roider

    Linking AI-based biomarker analysis to visual acuity changes in central serous chorioretinopathy (CSCR)

    In: Investigative Ophthalmology & Visual Science (IOVS), Vol. 65, No. 7, Pages 6192-6192, The Association for Research in Vision and Ophthalmology, …

  9. Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels

    TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification

    In: ArXiv e-prints (arxiv), Vol. 0, Pages 1-10, arXiv, 2024.

  10. Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D’Eramo (Hrsg.)

    Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

    European Workshop on Reinforcement Learning (EWRL-2024), 17th European Workshop on Reinforcement Learning, European Workshop on Reinforcement …

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