Pape, Constantin

10 publications

MIDL 2026 Revisiting Foundation Models for Cell Instance Segmentation Anwai Archit, Constantin Pape

MIDL 2025 Parameter Efficient Fine-Tuning of Segment Anything Model for Biomedical Imaging Carolin Teuber, Anwai Archit, Constantin Pape

MIDL 2025 Segment Anything for Histopathology Titus Griebel, Anwai Archit, Constantin Pape

ICCV 2025 Tiling Artifacts and Trade-Offs of Feature Normalization in the Segmentation of Large Biological Images Elena Buglakova, Anwai Archit, Edoardo D'Imprima, Julia Mahamid, Constantin Pape, Anna Kreshuk

ICCVW 2023 Reinforcement Learning for Instance Segmentation with High-Level Priors Paul Hilt, Maedeh Zarvandi, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk

CVPR 2022 GASP, a Generalized Framework for Agglomerative Clustering of Signed Graphs and Its Application to Instance Segmentation Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht

CVPR 2022 Sparse Object-Level Supervision for Instance Segmentation with Pixel Embeddings Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk

ECCV 2020 Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht

ECCV 2018 The Mutex Watershed: Efficient, Parameter-Free Image Partitioning Steffen Wolf, Constantin Pape, Alberto Bailoni, Nasim Rahaman, Anna Kreshuk, Ullrich Kothe, FredA. Hamprecht

ICCVW 2017 Solving Large Multicut Problems for Connectomics via Domain Decomposition Constantin Pape, Thorsten Beier, Peter Li, Viren Jain, Davi D. Bock, Anna Kreshuk