Lehrstuhl für Informatik 5 (Mustererkennung)

A deep learning framework for heat demand forecasting using time–frequency representations of decomposed features (2026) Ramachandran A, Chatterjee S, Neergaard TFB, Oberndoerfer M, Maier A, Bayer S Journal article LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation (2026) Islam Bhuiyan MR, Bhat S, Qahqaie M, Nguyen TT, Perez-Toro PA, Arias-Vergara T, Maier A Unpublished / Preprint Cross‑modal diffusion for region‑aligned vocal tract MRI synthesis (2026) Perez Toro PA, Arias Vergara T, Bueß L, Hutter J, Woo J, Maier A Conference contribution Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Unpublished / Preprint Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation (2026) Zaian A, Bhat S, Abdalkader M, Maier A Unpublished / Preprint ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification (2026) Kittler F, Bhat S, Maier A Unpublished / Preprint Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P,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 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 Multi-step retrieval and reasoning improves radiology question answering with large language models (2025) Wind S, Sopa J, Truhn D, Lotfinia M, Nguyen TT, Bressem K, Adams L, et al. 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