Lehrstuhl für Informatik 5 (Mustererkennung)

Robust AI-Based Chest Radiograph Classification Without Prior Task Training via Improved Vision-Language Alignment (2026) Bhat S, Bayer S, Grbic S, Maier A Conference contribution, Abstract of a poster Analyzing and adapting diffusion segmentation behavior for medical images (2026) Öttl M, Mei S, Wilm F, Qiu J, Steenpaß J, Rübner M, Hartmann A, et al. Journal article 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Region Annotations in Active Learning (2026) Qiu J, Wilm F, Öttl M, Utz J, Schlereth M, Aubreville M, Breininger K Unpublished / Preprint Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint FIND-Net – Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction (2026) Tasharofi F, Fan F, Qahqaie M, Thies M, Maier A Conference contribution Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson’s Disease: A Speech-Language Fusion Approach (2026) Mercado-Agudelo JF, Escobar-Grisales D, Ríos-Urrego CD, García AM, Bocanegra Y, Moreno L, Nöth E, Orozco-Arroyave JR Conference contribution Audio–Vision Contrastive Learning for Phonological Class Recognition (2026) Liu D, Arias-Vergara T, Hutter J, Maier A, Perez Toro PA 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 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 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