Department Informatik

Synth it Like KITTI: Synthetic Data Generation for Object Detection in Driving Scenarios (2026) Marcus R, Vogel C, Jatzkowski I, Knoop N, Stamminger M Conference contribution C-MCTS: Safe Planning with Monte Carlo Tree Search (2026) Parthasarathy D, Kontes G, Plinge A, Mutschler C Unpublished / Preprint Evolving Algebraic Multigrid Methods Using Grammar-Guided Genetic Programming (2026) Parthasarathy D, Mitchell WB, Köstler H Unpublished / Preprint Entropy Sampling-Based Neural Architecture Search for Resource-Constraint Microcontroller Targets (2026) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Conference contribution, Conference Contribution 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 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 Improved MRI detection of inflammation-induced changes in bone marrow microstructure in mice: a machine learning-enhanced T2 distribution analysis (2025) Brock L, Ben-Atya H, Tiwari A, Saab D, Haj N, Folle L, Saar G, et al. Journal article Deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data (2025) Mill L, Aust O, Ackermann J, Burger P, Pascual M, Palumbo-Zerr K, Krönke G, et al. Journal article A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma (2025) Gomaa A, Huang Y, Stephan P, Breininger K, Frey B, Dörfler A, Schnell O, et al. Journal article