Lehrstuhl für Informatik 5 (Mustererkennung)

From Unlabeled Data to Clinical Applications: Foundation Models in Medical Imaging (2026) Scheuplein J, Rohleder M, Kreher BW, Maier A Conference contribution, Conference Contribution Addressing Data Scarcity in 3D Trauma Detection through Self-Supervised and Semi-Supervised Learning with Vertex Relative Position Encoding (2026) Chaudhary S, Bhat S, Maier A Unpublished / Preprint A COCO-Formatted Instance-Level Dataset for Plasmodium Falciparum Detection in Giemsa-Stained Blood Smears (2026) Wilm F, Rivera Monroy LC, Öttl M, Mürdter L, Mill L, Maier A Unpublished / Preprint GRASPion: An open-source, programmable brainbot for active matter research (2026) Novkoski F, Mélard M, Delens M, Wéry F, Noirhomme M, Pande J, Maier A, et al. Journal article Comparison of Input-Data Matrix Representations Used for Continual Learning with Orthogonal Weight Modification on Edge Devices (2026) Mendez R, Maier A, Emmert J Journal article Data Augmentation via Latent Diffusion Models for Detecting Smell-Related Objects in Historical Artworks (2026) Sheta A, Zinnen M, Sindel A, Maier A, Christlein V Conference contribution Improving Clinical Usability of Deep Learning for Radiographic Diagnosis: Learning under Constraints of Specificity, Data, and Annotation (2026) Bhat S, Maier A Conference contribution, Conference Contribution Decomposition Sampling for Efficient Region Annotations in Active Learning (2026) Qiu J, Wilm F, Öttl M, Utz J, Schlereth M, Aubreville M, Breininger K Unpublished / Preprint Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows (2026) Aliakbari Mamaghani Z, Vorberg L, Maier A, Katzmann A, Taubmann O Conference contribution