Publications

Christoph Peter Balada; Aida Romano-Martinez; Vincent ten Cate; Katharina Geschke; Jonas Tesarz; Paul Claßen; Alexander K Schuster; Dativa Tibyampansha; Karl-Patrik Kresoja; Philipp S Wild; others

Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage

In: Lecture Notes in Computer Science. Medical Image Understanding and Analysis (MIUA-2025), LNCS, Springer Nature, 2025.

Maximilian Hoffmann; Lukas Malburg; Ralph Bergmann

Augmentation of Semantic Processes for Deep Learning Applications

In: Applied Artificial Intelligence, Vol. 39, No. 1, Pages 1-48, Taylor & Francis, 2025.

Shakib Yazdani; Josef van Genabith; Cristina España-Bonet

Continual Learning in Multilingual Sign Language Translation

In: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL-2025), April 29 - May 4, Albuquerque, New Mexico, USA, Pages 10923-10938, Association for Computational Linguistics, 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.

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.

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.

Nael Jaber; Bilal Wehbe; Frank Kirchner

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.