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Publications

Displaying results 131 to 140 of 682.

  1. 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 Learning, 2024.

  2. Tarek Elmihoub; Abdulhakim El Gadi Gadi; Lars Nolle; Frederic Theodor Stahl

    On Object Detection and Explainability with Sonar Imagery

    In: 2024 IEEE 4th International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). IEEE International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA-2024), May 19-21, Tripoli, Libyan Arab Jamahiriya, Pages 1-8, ISBN 979-8-3503-7263-2, IEEE Xplore, New Jersey, 7/2024.

  3. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

    Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring

    In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable Sustainability, Human-Centered Green Technology for Community-wide Carbon Reduction, located at ACM CHI 2024, May 11, Honolulu, HI, USA, ISBN 979-8-4007-0331-7, ACM, New York, USA, 5/2024.

  4. Jan-Tilman Seipp; David Reuschenberg; Eren Özveren; Matthias Meyer; Felix Köhler; Leonhard Hennig; David Harbecke; Phuc Tran Truong

    Deep Learning-based Text Mining for Technology Monitoring in the Automotive Domain

    In: Proceedings of GTM 2024. Global TechMining Conference, September 16-17, Berlin, Germany, Global TechMining Conference, 2024.

  5. Ihab Alzalam; Rekha Reddy; Christoph Lipps; Hans Dieter Schotten

    5G Network Traffic Forecast Interface (5G-NTFI): An Open Source Framework Design for Reproducibility and Replicability

    In: European Wireless 2024. European Wireless (EW-2024), September 9-11, Brno, Czech Republic, IEEE, 2024.

  6. Daniel Sonntag; Michael Barz; Thiago Gouvea

    A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)

    German Research Center for AI, DFKI Technical Report, 6/2024.

  7. Mirko Lenz; Lukas Malburg; Ralph Bergmann

    CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python

    In: Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2024), Merida, Mexico, Pages 289-304, Lecture Notes in Computer Science (LNCS), Vol. 14775, ISBN 978-3-031-63646-2, Springer Nature Switzerland, Cham, 2024.

  8. Prudhvi Kumar Kakani; Mohammad Asif Habibi; Manjunath Reddy Chavva Balannagari; Xavier Costa-Pérez; Hans Dieter Schotten

    Mitigating ML-Driven Adversarial Attacks on xApps Using Dynamic Defense Mechanisms

    In: IEEE Open Journal of the Communications Society (OJCOMS), Vol. 6, Pages 6912-6929, IEEE, 2025.

  9. Shishir Muralidhara; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

    Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning

    In: Health Information Science and Systems, Vol. 10, No. 21, Pages 1-9, Springer, 8/2022.

  10. Maxx Richard Rahman; Mostafa Hammouda; Wolfgang Maaß

    DiGAN: Diffusion-Guided Attention Network for Early Alzheimer's Disease Detection

    In: 1st AI for Healthy Aging and Longevity Workshop (AIAA). AAAI Conference on Artificial Intelligence (AAAI-2026), AAAI, 2026.

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