Department Informatik

Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers (2025) Schelenz L, Rajanna S, Gosalci D, Heublein L, Pirkl J, Ott J, Ott F, Feigl T Conference contribution, Original article The Impact of List Reduction for Language Agnostic Test Case Reducers (2025) Heineken T, Philippsen M Conference contribution, Original article Why and how do organizations create user-led open source consortia? A systematic literature review (2025) Yenisen Yavuz E, Riehle D Journal article VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points (2025) Franke L, Fink L, Stamminger M Journal article Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition (2025) Hüttner L, Mayr M, Gorges T, Wu F, Seuret M, Maier A, Christlein V Conference contribution, Conference Contribution Verification of neural network based power system protection schemes (2025) Mederer C, Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution Achieving Resilience: Data Loss and Recovery on Devices for Personal Use in Three Countries (2025) Wunder J, Wash R, Renaud K, Oliveira DA, Benenson Z Conference contribution Analyzing performance portability for a SYCL implementation of the 2D shallow water equations (2025) Büttner M, Alt C, Kenter T, Köstler H, Plessl C, Aizinger V Journal article Lightweight cross-attention-based HookNet for historical handwritten document layout analysis (2025) Wu F, Seuret M, Mayr M, Kordon F, Zöllner J, Wind S, Maier A, Christlein V Journal article, Original article Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability (2025) Krauß D, Richer R, Küderle A, Jukic J, German A, Leutheuser H, Regensburger M, et al. Journal article