Lehrstuhl für Informatik 5 (Mustererkennung)

PANDA: Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimer’s MRI and TCGA Pathology (2029) Bhat S, Chowdhury MR, Perez Toro PA, Wunderlich S, Bayer S, Maier A, Bharat RD Unpublished / Preprint Example-based Robust Abnormality Detection with Minimal Annotations using Exemplar Med-DETR (2028) Bhat S, Georgescu B, Mansoor A, Zinnen M, Sahu P, Ghesu FC, Grbic S, Maier A Unpublished / Preprint Toward Foundation Detection Models via Example-Based Grounding in EM-DETR (2026) Bhat S, Georgescu B, Mansoor A, Ghesu FC, Grbic S, Maier A Conference contribution, Conference Contribution Multi-plane vision transformer for hemorrhage classification using axial and sagittal MRI data (2026) Das BK, Zhao G, Mailhe B, Re TJ, Comaniciu D, Gibson E, Maier A Journal article Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Journal article, Original article Clinical investigation of a digital biomarker for joint swelling in inflammatory arthritis based on automated quantification of dorsal finger fold patterns (2026) Koller C, Maglione J, Blanchard M, Kleyer A, Folle L, Geurts J, Hügle T 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 Conference contribution, Conference Contribution Vision transformer Hook for dense predictions (2026) Mei S, Thies M, Xia Y, Sun Y, Wu F, Fan F, Gu M, et al. Journal article, Original article Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation (2026) Zaian A, Bhat S, Maier A Conference contribution, Conference Contribution Multi-temporal calving front segmentation (2026) Dreier MN, Gourmelon N, Pyles DR, Wu F, Braun M, Seehaus T, Maier A, Christlein V Journal article, Original article