Lehrstuhl für Informatik 5 (Mustererkennung)

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 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Falciparum Detection in Giemsa-Stained Blood Smears (2026) Wilm F, Rivera Monroy LC, Öttl M, Mürdter L, Mill L, Maier A Unpublished / Preprint Addressing Data Scarcity in 3D Trauma Detection through Self-Supervised and Semi-Supervised Learning with Vertex Relative Position Encoding (2026) Chaudhary S, Bhat S, Maier A Unpublished / Preprint Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation (2025) Wu F, Dreier MN, Gourmelon N, Wind S, Zhang J, Seehaus T, Braun M, et al. Journal article, Original article Exploring biases related to the use of large language models in a multilingual depression corpus (2025) Perez Toro PA, Dineley J, Iniesta R, Zhang Y, Matcham F, Siddi S, Lamers F, et al. Journal article Pancreatic duct centerline extraction for image unfolding in photon-counting CT (2025) Tan JY, Rist L, Ayala Hernandez A, Sühling M, Brandt EGS, Maier A, Taubmann O Journal article Robot movement planning for obstacle avoidance using reinforcement learning (2025) Schneider LS, Peng J, Maier A Journal article Quantum annealing feature selection on light-weight medical image datasets (2025) Nau M, Nutricati LA, Camino B, Warburton PA, Maier A Journal article Addressing data scarcity in nanomaterial segmentation networks with differentiable rendering and generative modeling (2025) Possart D, Mill L, Vollnhals F, Hildebrand T, Suter P, Hoffmann M, Utz J, et al. Journal article