Publications

Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models

In: XC. Yin (Hrsg.). ICDAR 2025. International Conference on Document Analysis and Recognition (ICDAR-2025), Springer Nature, 2025.

Alexander Michael Rombach; Peter Fettke

Deep Learning Based Key Information Extraction from Business Documents: Systematic Literature Review

In: ACM Computing Surveys (CSUR), Vol. 58, No. 2, Pages 1-37, Association for Computing Machinery, New York, NY, USA, 2025.

David Dembinsky; Adriano Lucieri; Stanislav Frolov; Hiba Najjar; Ko Watanabe; Andreas Dengel

Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI

In: Transactions on Machine Learning Research (TMLR), 1/2026.

Nael Jaber; Bilal Wehbe; Leif Christensen; Frank Kirchner

MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar

In: Tamim Asfour; Abhinav Valada (Hrsg.). IEEE Robotics and Automation Letters (RA-L), Vol. 10, Pages 8762-8769, IEEE, 2025.

Andrey Guzhov; Tobias Wirth

Transformer-Based File Fragment Type Classification for File Carving in Digital Forensics

In: Academic Conferences International (ACI) (Hrsg.). Proceedings of the 24th European Conference on Cyber Warfare and Security. European Conference on Cyber Warfare and Security (ECCWS-2025), 24th European Conference on Cyber Warfare and Security, located at ECCWS-2025, June 26-27, Kaiserslautern, Germany, Pages 169-176, Vol. 24, No. 1, ACI, 2025.

Arnab Das; Carlos Franzreb; Tim Polzehl; Sebastian Möller

Exploring Foundation Model Fusion Effectiveness and Explainability for Stylistic Analysis of Emotional Podcast Data

In: Advances in Information and Communication. Future of Information and Communication Conference (FICC-2025), located at FICC-2025, March 4-5, Berlin, Germany, Springer Nature, Switzerland, 2025.

Elnaz Azmi; Khadijeh Alibabaei; Valentin Kozlov; Tjerk Krijger; Gabriele Accarino; Igor Ruiz Atake; Sakina-Dorothée Ayata; Amanda Calatrava; Marco Mariano De Carlo; Wout Decrop; Donatello Elia; Sandro Luigi Fiore; Marco Francescangeli; Jesús Soriano-González; Jean-Olivier Irisson; Martin Laviale; Rune Lagaisse; Antoine Lebeaud; Carolin Leluschko; Germán Moltó; Antonio Augusto Sepp Neves; Enoc Martinez; Damian Smyth; Muhammad Arabi Tayyab; Vanessa Tosello; Alvaro Lopez Garcia; Dick Schaap; Gergely Sipos

Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study

In: Ecological Informatics, Vol. 91, Pages 1-37, Elsevier, Amsterdam, 7/2025.

Abdullah Farrukh; Tatjana Legler; Achim Wagner; Martin Ruskowski

Comparative Analysis of Synthetic Data Generation for Object Detection: CAD Models vs. 3D Scans of Industrial Items and Hybrid Approaches

In: 2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE International Conference on Industrial Cyber-Physical Systems (ICPS-2025), Pages 1-6, IEEE, 7/2025.

Snehal Walunj; Parsha Pahlevannejad; Michael Sintek; Juan Carlos Saborio; Prerna Garg; Hooman Tavakoli Ghinani; Christiane Plociennik; Nicolas Grossmann; Ansgar Bernardi; Martin Ruskowski; Joachim Hertzberg; Andreas Dengel

Context-Aware Robotic Assistance for Workers Using Intention Recognition and Semantic Digital Twin

In: Dhananjay Singh; Jan-Willem van 't Klooster; Uma Shanker Tiwary (Hrsg.). Intelligent Human Computer Interaction. IADIS International Conference on Interfaces and Human Computer Interaction (IHCI-2024), May 29, Cham, Pages 92-104, ISBN 978-3-031-88705-5, Springer Nature Switzerland, 5/2025.

Luis Octavio Arriaga Camargo; Rebecca Adam; Melvin Laux; Lisa Gutzeit; Marco Ragni; Jan Peters; Frank Kirchner

Bayesian Inverse Physics for Neuro-Symbolic Robot Learning

In: Leilani Gilpin; Eleonora Giunchiglia; Pascal Hitzler; Emile van Krieken (Hrsg.). Neurosymbolic Artificial Intelligence, Pages 1-19, IOS Press, 2025.