Publikationen

Hannah Stein; Sabine Janzen; Cicy Kuriakose Agnes; Duc Trung Ninh; Wolfgang Maaß

Towards Decision Support Systems for Cost-effective and Energy-efficient AI Operations in Data Centers

In: Proceedings of the 38th International Conference on Advanced Systems Engineering (CAiSE). International Conference on Advanced Information Systems Engineering (CAiSE-2026), June 8-12, Verona, Italy, Springer, 2026.

Niklas Kueper; Kartik Chari; Elsa Andrea Kirchner

Enhancing Robustness of Asynchronous EEG-Based Movement Prediction using Classifier Ensembles

arxiv, 2026.

Niklas Kueper; Su-Kyoung Kim; Mathias Trampler; Marc Tabie; Kartik Chari; Julian Fabricius; Elsa Andrea Kirchner

Robust Online Movement Prediction from EEG Data for Post-Stroke Rehabilitation

In: keine Angaben. Brain-computer interface research: a state-of-the-art summary 13. Springer Nature, 2026.

Julen Urain; Ajay Mandlekar; Yilun Du; Nur Muhammad (Mahi) Shafiullah; Danfei Xu; Katerina Fragkiadaki; Georgia Chalvatzaki; Jan Peters

A Survey on Deep Generative Models for Robot Learning From Multimodal Demonstrations

In: IEEE Transactions on Robotics and Automation, Vol. 42, Pages 60-79, ArXiv, 2026.

Khang Nguyen; An T. Le; Jan Peters; Minh Nhat Vu

DoublyAware: Dual Planning and Policy Awareness for Temporal Difference Learning in Humanoid Locomotion

In: IEEE Robotics and Automation Letters (RA-L), Vol. 11, No. 2, Pages 2162-2169, ArXiv, 2026.

Timo Eckmann; Carsten Binnig

A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration

In: 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, CA, USA, January 18-21, 2026. Conference on Innovative Data Systems Research (CIDR), Pages 1-7, www.cidrdb.org, 2026.

Hannes Kath; Thiago Gouvea; Daniel Sonntag

The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric

In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.

Hunain Ahmed Jillani; Ahmed Tawfik Aboukhadra; Ahmed Elhayek; Jameel Malik; Nadia Robertini; Didier Stricker

Fast-HaMeR: Boosting Hand Mesh Reconstruction using Knowledge Distillation

In: Proceedings of the International Conference on Computer Vision Theory and Applications. International Conference on Computer Vision Theory and Applications (VISAPP-2026), March 9-11, SCITEPRESS Science and Technology Publications, 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.