Publikationen

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.

Guillermo Jimenez-Diaz; Mirko Lenz; Lukas Malburg; Belen Diaz-Agudo; Ralph Bergmann

A Framework for Supporting the Iterative Design of CBR Applications

In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer, Cham, 2025.

Mirko Lenz; Maximilian Hoffmann; Ralph Bergmann

LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning

In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer Nature Switzerland, Cham, 2025.

Federico Cruciani; Stefan Gerd Fritsch; Ian Cleland; Vitor Fortes Rey; Chris Nugent; Paul Lukowicz

Few-Shot Human Activity Recognition Using Lightweight Language Models

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

Sabine Janzen; Prajvi Saxena; Cicy Kuriakose Agnes; Muhammad Ebad Ullah Khan; Amr Gomaa; Michael Feld; André Zenner; Pascal Lessel; Julian Wolter; Florian Daiber; Rafael Math; Niko Kleer; Tim Schwartz; Antonio Krüger; Wolfgang Maaß

FEDWELL: Life-Long Federated User and Mental Modeling for Health and Well-being

In: RPEatCAiSE25: Research Projects Exhibition at the International Conference on Advanced Information Systems Engineering, June 16-20, 2025, Vienna, Austria. International Conference on Advanced Information Systems Engineering (CAiSE-2025), 6/2025.

Rolf Drechsler

Preserving and Improving Verifiability of Circuits Based on Local Transformations

In: 26th IEEE Latin American Test Symposium 2025. IEEE Latin American Test Symposium (LATS-2025), March 11-14, San Andres, Colombia, 2025.

Sabine Janzen; Hannah Stein; Katharina Trinley; Cicy Kuriakose Agnes; Vaibhav Jain; Karan Rajeshkar; Nirav Shenoy; Anika Rusch; Sujatro Ghosh; Wolfgang Maaß

ESCADE: Energy-efficient Artificial Intelligence for Cost-effective and Sustainable Data Centers

In: RPEatCAiSE25: Research Projects Exhibition at the International Conference on Advanced Information Systems Engineering, June 16-20, 2025, Vienna, Austria. International Conference on Advanced Information Systems Engineering (CAiSE-2025), 6/2025.

Johannes Rust; Serge Autexier; Rolf Drechsler

Design Exploration für RISC-V Prozessoren zur Optimierung von Erklärbarkeit für Maschinelles Lernen

In: 28. Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV 2025). ITG/GMM/GI-Workshop "Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen" (MBMV-2025), March 11-12, Rostock, Germany, Pages 61-65, VDE, 3/2025.

Roberto Venditti; Nareg Minaskan Karabid; Evmorfia Biliri; Miguel Villegas; Barry Kirwan; Carl Westin; Jekaterina Basjuka; Simone Pozzi

Construal Level Theory (CLT) for designing explanation interfaces in operational contexts

In: Human Interaction and Emerging Technologies: Artificial Intelligence and Future Applications. International Conference on Applied Human Factors and Ergonomics (AHFE-2025), 13th International Conference on Human Interaction & Emerging Technologies: Artificial Intelligence & Future Applications, located at IHIET-AI 2025, AHFE Open Access, 3/2025.