Publications

Snehal Walunj; Nazanin Mashhaditafreshi; Parsha Pahlevannejad; Achim Wagner; Martin Ruskowski

Human-Robot Interaction Through Egocentric Hand Gesture Recognition

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 125-133, ISBN 978-3-031-86489-6, Springer Nature Switzerland, 2025.

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.

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.

Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D'Eramo

Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2025), ICLR, 2025.

Matthias Tschöpe; Stefan Gerd Fritsch; Vitor Fortes Rey; Niranjan Narendra Nandurkar; Sarah Trevenna; Eloise Monger; Paul Lukowicz

NEEDLE: Nurse Education Enhanced by Vision-based Deep Learning Evaluation

In: 2025 7th International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC), April 21-25, Abu Dhabi, Abu Dhabi, United Arab Emirates, Pages 1-10, IEEE Xplore, 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.

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.