Publications

3D-DUO: 3D detection of underwater objects in low-resolution multibeam echosounder maps

In: Ocean Engineering (OE), Vol. 331, Page 121254, Elsevier, 4/2025.

Hasan Md Tusfiqur Alam; Devansh Srivastav; Md Abdul Kadir; Daniel Sonntag

Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG

In: Claudia Hauff; Craig Macdonald; Dietmar Jannach; Gabriella Kazai; Franco Maria Nardini; Fabio Pinelli; Fabrizio Silvestri; Nicola Tonellotto (Hrsg.). Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III. European Conference on Information Retrieval (ECIR-2025), 47th European Conference on Information Retrieval, located at ECIR 2025, April 6-10, Lucca, Italy, Pages 201-209, Lecture Notes in Computer Science, Vol. 15574, Springer, 4/2025.

Alexander Schultheis

Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance

In: Lukas Malburg (Hrsg.). Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024). International Conference on Case-Based Reasoning (ICCBR-2024), co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2024), located at 31st International Conference on Case-Based Reasoning (ICCBR 2024), July 1-5, Merida, Mexico, CEUR Workshop Proceedings, CEUR-WS.org. 7/2024.

Miro Miranda Lorenz; Francisco Mena; Andreas Dengel

An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks

In: IDA 2025. International Symposium on Intelligent Data Analysis (IDA-2025), May 7-9, Konstanz, Germany, Springer, 5/2025.

Qiushi Guo; Shaoxiang Wang; Chun-Peng Chang; Jason Raphael Rambach

CACP: Context-Aware Copy-Paste to Enrich Image Content for Data Augmentation

In: Proceedings of the 1st Workshop on Exploring the Next Generation of Data. CVPR Workshop on Exploring the Next Generation of Data (NeXD-25), located at CVPR 2025, June 11, Nashville, TN, USA, IEEE, 2025.

Tim Dahmen; Niklas Rottmayer; Katja Schladitz; Markus Kronenberger; Ziwei He; Miriam Hommel; Petra Gospodnetic; Claudia Redenbach

Combining Stochastic Geometry and Neural Models of Electron Matter Interaction for the Simulation of Electron Imaging of Porous Materials

In: Proceedings of the XI International Conference on Coupled Problems in Science and Engineering. International Conference on Coupled Problems in Science and Engineering (Coupled Problems-2025), May 25-28, Villasimius, Sardinia, Italy, IACM, 2025.

Théo Vincent; Tim Lukas Faust; Yogesh Tripathi; Jan Peters; Carlo D'Eramo

Eau De Q-Network: Adaptive Distillation of Neural Networks in Deep Reinforcement Learning

In: Proceedings of the 2nd Reinforcement Learning Conference 2025. Reinforcement Learning Conference (RLC-2025), August 5-9, Edmonton, AB, Canada, Reinforcement Learning Journal (RLJ), 2025.

Summra Saleem; Muhammad Nabeel Asim; Ludger van Elst; Andreas Dengel

Generative language models potential for requirement engineering applications: insights into current strengths and limitations

In: Complex & Intelligent Systems, Vol. 11, No. 6, Pages 1-22, Springer, 2025.

Sara-Jane Bittner; Robert Andreas Leist; László Kopácsi; Omair Shahzad Bhatti; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

Interactive Multimodal Photobook Co-Creation in Virtual Reality

In: Companion Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, Pages 146-151, ISBN 979-8-4007-1409-2, Association for Computing Machinery, New York, NY, USA, 3/2025.

Ankur Bhatt; Ko Watanabe; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru

ABCDE: Appearance-Based Confidence Detection by Evaluating Gaze Behavior Using Deep Learning

In: International Journal of Activity and Behavior Computing, Vol. 2025 1, Pages 1-24, Care XDX Center, Kyushu Institute of Technology, 7/2025.