Publikationen

Ahmed Hendawy; Henrik Metternich; Théo Vincent; Mahdi Kallel; Jan Peters; Carlo D'Eramo

Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Théo Vincent; Yogesh Tripathi; Tim Lukas Faust; Abdullah Akgül; Yaniv Oren; Melih Kandemir; Jan Peters; Carlo D'Eramo

Bridging the performance-gap between target-free and target-based reinforcement learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Robert Simon Schiff; Natalie Kohler; Mareike Böckel; Ralf Möller; Sebastian Wolfrum; Mattis Hartwig

Early Prediction of Hospital Admission and Specialty for Proactive Bed Allocation in the Emergency Department

In: npj Digital Medicine, Nature Portfolio, 1/2026.

Cuong Tran Van; Trong-Thang Pham; Ngoc-Son Nguyen; Ho Minh Duy Nguyen; Hong Anh Le

DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

In: Transactions on Machine Learning Research (TMLR), Vol. 12/2025, Pages 1-12, Transactions on Machine Learning Research, 2026.

Hubert Djuitcheu; Andrew Sergeev; Khurshid Alam; Danny Santhosh; Achim Autenrieth; Jochen Seitz

Lightweight Security for Private Networks: Real-World Evaluation of WireGuard

In: 2026 IEEE 103rd Vehicular Technology Conference. IEEE Vehicular Technology Conference (VTC-2026), June 9-12, Nice, France, IEEE, 6/2026.

Monireh Pourjafarian; Abdullah Farrukh; Mahdi Rezapour; Christiane Plociennik; Martin Ruskowski

Integration of Product Circularity Indicators into the Digital Product Passport based on the Asset Administration Shell

In: Procedia Computer Science, Vol. 277, Pages 3297-3306, Elsevier, 2026.

Mohamed Nadeem; Chandan Jha; Rolf Drechsler

Linear Formal Verification of Sequential Circuits using Weighted-AIGs

In: ACM Transactions on Design Automation of Electronic Systems (TODAES), ACM, 2026.

F. Lalchhandama; Kamalika Datta; Rolf Drechsler; Sandip Chakraborty; Indranil Sengupta

Practicality of MAGIC NOR in a 1T1M Crossbar Array for In-memory Computing

In: Journal of Circuits, Systems and Computers, Vol. 31, No. 04, World Scientific, 2026.

Matthias Tschöpe; Björn Friedrich; Sizhen Bian; Paul Lukowicz

How Much Context Matters? A Comparison for Skeleton-Based Activity Recognition

In: 2026 International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC-2026), March 9-12, Hakodate, Japan, IEEE, 2026.

Jan Boysen; Hristina Uzunova; Heinz Handels; Jan Ehrhardt

Biophysics-Enhanced Neural Representations for Patient-Specific Respiratory Motion Modeling

In: Machine Learning for Biomedical Imaging (MELBA), Vol. 2026 - MELBA–BVM 2025 Special Issue, Pages 148-159, MELBA, 2026.