Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts. - Constantin Pape; Alex Matskevych; Adrian Wolny; Julian Hennies; Giulia Mizzon; Marion Louveaux; Jacob Musser; Alexis Maizel; Detlev Arendt; Anna Kreshuk (Frontiers Comput. Sci., 2019)

Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. - Adrian Wolny; Qin Yu 005; Constantin Pape; Anna Kreshuk (CVPR, 2022)

From Shallow to Deep: Exploiting Feature-Based Classifiers for Domain Adaptation in Semantic Segmentation. - Alex Matskevych; Adrian Wolny; Constantin Pape; Anna Kreshuk (Frontiers Comput. Sci., 2022)

Learning Instance Segmentation from Sparse Supervision. - Adrian Wolny (2023)