Lehrstuhl für Informatik 5 (Mustererkennung)

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 PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Weiterentwicklung der Erfassungsmethoden im marinen Biodiversitätsmonitoring – digitale Surveymethoden und Machine-Learning-Techniken für eine automatisierte Detektion von Tierindividuen (2026) Hauswirth M, Sommer C, Seuret M Journal article Fast Multi-label Parameterization of the Left Atrium by Learned Template Morphing (2026) Castañeda E, Raghunath A, Meister F, Mihalef V, Ashikaga H, Maier A, Passerini T, Lluch È Conference contribution ALO: Addressing Class Imbalance in Radiology Report Generation through Anatomy-Level Oversampling (2026) Bueß L, Kurin R, Panambur AB, Arias-Vergara T, Maier A Conference contribution Patch-Level Brain Tumor Sub-region Classification Using Foundation Models Under Long-Tailed Data Distributions (2026) Rivera Monroy LC, Mayr M, Mill L, Köstler H, Maier A Conference contribution ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification (2026) Kittler F, Bhat S, Maier A Unpublished / Preprint Cross‑modal diffusion for region‑aligned vocal tract MRI synthesis (2026) Perez Toro PA, Arias Vergara T, Bueß L, Hutter J, Woo J, Maier A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 Analysis and visualisation of linguistic structures in neural language models: neural representations of verb-particle constructions in BERT (2026) KISSANE H, Schilling A, Krauß P Journal article 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