Prof. Dr.-Ing. Andreas Maier

Lehrstuhl für Informatik 5 (Mustererkennung) Fachbereich Wirtschaftswissenschaften

Audio–Vision Contrastive Learning for Phonological Class Recognition (2026) Liu D, Arias-Vergara T, Hutter J, Maier A, Perez Toro PA Conference contribution 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for MRI Segmentation (2026) Islam Bhuiyan MR, Bhat S, Qahqaie M, Nguyen TT, Perez-Toro PA, Arias-Vergara T, Maier A Unpublished / Preprint Cross‑modal diffusion for region‑aligned vocal tract MRI synthesis (2026) Perez Toro PA, Arias Vergara T, Bueß L, Hutter J, Woo J, Maier A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 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Modeling for Joint Retinal Diagnosis and Clinical Report Generation (2026) Zaian A, Bhat S, Abdalkader M, Maier A Unpublished / Preprint Patch-Level Brain Tumor Sub-region Classification Using Foundation Models Under Long-Tailed Data Distributions (2026) Monroy LCR, Mayr M, Mill L, Köstler H, Maier A Conference contribution PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Lesion-Aware AI for Mammography: Multi-Dataset Pretraining with ROI-Guided Contrastive Learning and Clinical Image Retrieval (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution, Abstract of a poster Unbalanced optimal transport for robust longitudinal lesion evolution with registration-aware and appearance-guided priors (2026) Qahqaie M, Neumann D, Heimann T, Maier A, Zimmer VA Unpublished / Preprint MammoBLIP: End-to-End Mammography Report Generation with Vision-Language Models and Public Multi-Institutional Datasets (2025) Bhandary Panambur A, Wind S, Bayer S, Maier A Conference contribution