Department Informatik

Addressing data scarcity in nanomaterial segmentation networks with differentiable rendering and generative modeling (2025) Possart D, Mill L, Vollnhals F, Hildebrand T, Suter P, Hoffmann M, Utz J, et al. Journal article Quantum annealing feature selection on light-weight medical image datasets (2025) Nau M, Nutricati LA, Camino B, Warburton PA, Maier A Journal article Exploring biases related to the use of large language models in a multilingual depression corpus (2025) Perez Toro PA, Dineley J, Iniesta R, Zhang Y, Matcham F, Siddi S, Lamers F, et al. Journal article SoK: Descriptive Statistics Under Local Differential Privacy (2025) Raab R, Berrang P, Gerhart P, Schröder D Journal article Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories (2025) Barnhill A, Towers JR, Shaw T, Arias M, Becares A, Doniol-Valcroze T, von Fersen L, et al. Journal article A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Journal article, Review article A Graph Neural Network-Based Approach for Power System Protection (2025) Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution, Conference Contribution Balancing technology heterogeneity in microservice architectures (2025) Schwarz GD, Heltweg P, Riehle D Journal article Leveraging Last-Known-Well Times for Radiomics-Based Stroke Onset Estimation from Non-contrast CT (2025) Vorberg L, Rist L, Ditt H, Maier A, Taubmann O Conference contribution, Conference Contribution Investigating Piping Erosion during Suction Bucket Installations using Fully-Resolved LBM-DEM Simulations (2025) Kemmler S, Cuéllar P, Artinov A, Baeßler M, Köstler H Conference contribution, Abstract of lecture