Dr.-Ing. Siming Bayer

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

Explainable Radiologist-aligned VLM for CT Image Quality Assessment (2026) Wang J, Sun Y, Bayer S, Maier A Conference contribution Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning (2026) Ye C, Schneider LS, Sun Y, Mei S, Bayer S, Perez Toro PA, 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 Early Detection of DMA-Level Leaks in Water Networks Using Robust Regression Ensemble Framework (2026) Chatterjee S, Ghumkar S, Ahbab MM, Ramachandran A, Tenbrinck D, Maier A, Semmelmann K, Bayer S Journal article 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, Arias Vergara T, Maier A, et al. Conference contribution, Conference Contribution LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT (2026) Sun Y, Schneider LS, Schwarz A, Gu M, Mei S, Ye C, Bayer S, Maier A 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 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A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Lesion-Aware AI for Mammography: Multi-Dataset Pretraining with ROI-Guided Contrastive Learning and Clinical Image Retrieval (2026) Bhandary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