Publications

Vinit Vikas Hegiste; Tatjana Legler; Martin Ruskowski

Collaborative Learning in Shared Production Environment Using Federated Image Classification

In: Kosmas Alexopoulos; Sotiris Makris; Panagiotis Stavropoulos (Hrsg.). Advances in Artificial Intelligence in Manufacturing II. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2024), Cham, Pages 98-106, ISBN 978-3-031-86489-6, Springer Nature Switzerland, 2025.

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.

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.

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.

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.