End-To-End Learned Random Walker for Seeded Image Segmentation. - Lorenzo Cerrone; Alexander Zeilmann; Fred A. Hamprecht (CVPR, 2019)

CellTypeGraph: A New Geometric Computer Vision Benchmark. - Lorenzo Cerrone; Athul Vijayan; Tejasvinee Mody; Kay Schneitz; Fred A. Hamprecht (CVPR, 2022)

Designing Deep Learning Frameworks for Plant Biology. - Lorenzo Cerrone (2023)

SynCellFactory: Generative Data Augmentation for Cell Tracking. - Moritz Sturm; Lorenzo Cerrone; Fred A. Hamprecht (MICCAI (12), 2024)