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Publications

Displaying results 41 to 50 of 15039.

  1. Nauman Riaz; Stefan Agne; Andreas Dengel; Sheraz Ahmed

    DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents

    In: International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition (ICDAR-2025), The 19th International Conference on Document Analysis and Recognition, located at ICDAR-2025, September 16-21, Hubei, Wuhan, China, Springer Nature, 2025.

  2. Dayananda Herurkar; Jörn Hees; Vesselin Tzvetkov; Andreas Dengel

    Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection

    In: IEEE Access (Hrsg.). IEEE Access (IEEE), Vol. 14, Pages 25691-25705, IEEE, 2/2026.

  3. Nauman Riaz; Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

    StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation

    In: International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition (ICDAR-2024), The 18th International Conference on Document Analysis and Recognition, located at ICDAR-2024, August 30 - September 4, Athens, Greece, Springer, 2024.

  4. Dayananda Herurkar; Ahmed Anwar; Sebastian Palacio; Jörn Hees; Andreas Dengel

    Fin-Fed-OD: Enhancing Outlier Detection Using Federated Learning on Financial Tabular Data

    In: International Conference on Federated Learning Technologies and Applications (FLTA). International Conference on Federated Learning Technologies and Applications (FLTA-2025), located at FLTA25, October 14-17, Dubrovnik, Croatia, Pages 40-47, DFKI Research Reports (RR), ISBN 979-8-3315-5670-9, IEEE, 1/2026.

  5. Julen Urain; Ajay Mandlekar; Yilun Du; Nur Muhammad (Mahi) Shafiullah; Danfei Xu; Katerina Fragkiadaki; Georgia Chalvatzaki; Jan Peters

    A Survey on Deep Generative Models for Robot Learning From Multimodal Demonstrations

    In: IEEE Transactions on Robotics and Automation, Vol. 42, Pages 60-79, ArXiv, 2026.

  6. Khang Nguyen; An T. Le; Jan Peters; Minh Nhat Vu

    DoublyAware: Dual Planning and Policy Awareness for Temporal Difference Learning in Humanoid Locomotion

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 11, No. 2, Pages 2162-2169, ArXiv, 2026.

  7. Timo Eckmann; Carsten Binnig

    A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration

    In: 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, CA, USA, January 18-21, 2026. Conference on Innovative Data Systems Research (CIDR), Pages 1-7, www.cidrdb.org, 2026.

  8. Felix Zeppernick; Samira Balimuttajjo; Christian Schorr; Florian Sibelius; Manuela Schuler; Sebastian Harth; Sarah Seeger; Anna Löffelmann; Muhammad A Riaz; Ivo Meinhold-Heerlein; Lutz Konrad

    Non-Invasive Diagnosis of Endometriosis by Questionnaires in Patients Using Contraception

    In: Journal of Clinical Medicine (JCM), Vol. 15, No. 30, Pages 1-12, MDPI, 12/2025.

  9. Hannes Kath; Thiago Gouvea; Daniel Sonntag

    The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric

    In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.

  10. Supreeth Mysore Venkatesh; Antonio Macaluso; Diego Arenas; Matthias Klusch; Andreas Dengel

    Iterative Quantum-Assisted Least Squares Optimization with Convergence Guarantees

    In: Journal of Computational Science (JOCS), Vol. xx, Pages 1-33, Elsevier, 2026.

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