Dr.-Ing. Siming Bayer

Lehrstuhl für Informatik 5 (Mustererkennung) Lehrstuhl für Sportbiologie und Bewegungsmedizin

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MRI and TCGA Pathology (2029) Bhat S, Chowdhury MR, Perez Toro PA, Wunderlich S, Bayer S, Maier A, Bharat RD Unpublished / Preprint Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Journal article,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 Exploiting Partially Overlapping Auxiliary Modalities for Alzheimer’s MRI Classification via Prototype Alignment (2026) Bhat S, Bayer S, Perez Toro PA, Maier A Conference contribution, Abstract of a poster 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 Journal article BE-WISER: Class-Aware Weak Slice-Level Supervision for Breast MRI (2026) Bhandary Panambur A, Nguyen TT, Islam S, Uder M, Bickelhaupt S, Maier A, Bayer S Unpublished / Preprint Robust AI-Based Chest Radiograph Classification Without Prior Task Training via Improved Vision-Language Alignment (2026) Bhat S, Bayer S, Grbic S,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 Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator (2026) Kim C, Conrad T, Karim R, Oelhaf J, Riebesel D, Maier A, Jäger J, Bayer S Conference contribution, Conference Contribution Breast MRI Evaluation with Weakly-informed Slice-level Explanation (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution Opportunistic Breast Cancer Risk Stratification From Low-dose Chest CT Using Multiple Instance Learning (2026) Ni Y, Panambur AB, Liu C, Nguyen TT, Bayer S, Juan H, Jiayu S, et al. Conference contribution Filter2Noise: a framework for interpretable and zero-shot low-dose CT image denoising (2026) Sun Y, Schneider LS, Mei S, Wang J, Hu G, Gu M, Ye C, et al. Journal article