Department Informatik

Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Multi-Partner Project: A Holistic and Open-Source Approach to Efficient, Secure and Reliable AI Hardware Deployment in DI-EDAI (2026) Sotiropoulos G, Frombach F, Höfer J, Harbaum T, Becker J, Thorøe HI, Meyers V, et al. Conference contribution, Conference Contribution Addressing the Feedback Bottleneck in Large Technical Courses: A Comparative Study of LLM-Assisted Assessment in Computer Architecture (2026) Baumeister T, Abdennadher H, Fey D Conference contribution Decomposition Sampling for Efficient Region Annotations in Active Learning (2026) Qiu J, Wilm F, Öttl M, Utz J, Schlereth M, Aubreville M, Breininger K Unpublished / Preprint Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article Toward Foundation Detection Models via Example-Based Grounding in EM-DETR (2025) Bhat S, Georgescu B, Mansoor A, Ghesu FC, Grbic S, Maier A Conference contribution, Conference Contribution AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation (2025) Wu F, Dreier MN, Gourmelon N, Wind S, Zhang J, Seehaus T, Braun M, et al. Journal article, Original article Special Session – Hardware-Software Co-Design for Machine Learning Systems Made Open-Source (2025) Tahoori M, Meyers V, Sadeghipour Roodsari M, Xu H, Becker J, Harbaum T, Frombach F, et al. Conference contribution, Conference Contribution Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography (2025) Ravi A, Bernhardt P, Hoffmann M, Kordon F, Bayer S, Achenbach S, Maier A Journal article p-adaptive discontinuous Galerkin method for the shallow water equations on heterogeneous computing architectures (2025) Faghih-Naini S, Aizinger V, Kuckuk S, Angersbach R, Köstler H Journal article