Constantin Pape

33 papers A* 2Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating Vision Foundation Models for Pixel and Object Classification in Microscopy. CoRR Carolin Teuber, Anwai Archit, Tobias Boothe, Peter Ditte, Jochen C. Rink, Constantin Pape
2026	J	`jnl`	Revisiting foundation models for cell instance segmentation. CoRR Anwai Archit, Constantin Pape
2025	J	`jnl`	BioimageAIpub: a toolbox for AI-ready bioimaging data publishing. CoRR Stefan Dvoretskii, Anwai Archit, Constantin Pape, Terrence J. Moore, Marco Nolden
2025	J	`jnl`	MedicoSAM: Towards foundation models for medical image segmentation. CoRR Anwai Archit, Luca Freckmann, Constantin Pape
2025	J	`jnl`	Parameter Efficient Fine-Tuning of Segment Anything Model. CoRR Carolin Teuber, Anwai Archit, Constantin Pape
2025	—	`conf`	Probabilistic Domain Adaptation for Biomedical Image Segmentation. ICCVW Anwai Archit, Constantin Pape
2025	J	`jnl`	Segment Anything for Histopathology. CoRR Titus Griebel, Anwai Archit, Constantin Pape
2025	J	`jnl`	Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images. CoRR Elena Buglakova, Anwai Archit, Edoardo D'Imprima, Julia Mahamid, Constantin Pape, Anna Kreshuk
2024	J	`jnl`	ViM-UNet: Vision Mamba for Biomedical Segmentation. CoRR Anwai Archit, Constantin Pape
2023	J	`jnl`	Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation. IEEE Trans. Medical Imaging Daniel Franco-Barranco, Zudi Lin, Won-Dong Jang, Xueying Wang, Qijia Shen, Wenjie Yin, Yutian Fan, Mingxing Li, Chang Chen, Zhiwei Xiong, Rui Xin, Hao Liu, Huai Chen, Zhili Li, Jie Zhao, Xuejin Chen, Constantin Pape, Ryan Conrad, Luke Nightingale, Joost de Folter, Martin L. Jones, Yanling Liu, Dorsa Ziaei, Stephan Huschauer, Ignacio Arganda-Carreras, Hanspeter Pfister, Donglai Wei
2023	J	`jnl`	Probabilistic Domain Adaptation for Biomedical Image Segmentation. CoRR Anwai Archit, Constantin Pape
2023	—	`conf`	Reinforcement learning for instance segmentation with high-level priors. ICCV (Workshops) Paul Hilt, Maedeh Zarvandi, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk
2022	J	`jnl`	From Shallow to Deep: Exploiting Feature-Based Classifiers for Domain Adaptation in Semantic Segmentation. Frontiers Comput. Sci. Alex Matskevych, Adrian Wolny, Constantin Pape, Anna Kreshuk
2022	A*	`conf`	GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation. CVPR Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht
2022	A*	`conf`	Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CVPR Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk
2021	—	`—`	Scalable Instance Segmentation for Microscopy Constantin Pape
2021	J	`jnl`	Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CoRR Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk
2021	J	`jnl`	Stateless actor-critic for instance segmentation with high-level priors. CoRR Paul Hilt, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk
2021	J	`jnl`	The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning. IEEE Trans. Pattern Anal. Mach. Intell. Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht
2020	—	`conf`	Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. GCPR Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
2020	J	`jnl`	Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. CoRR Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
2020	—	`conf`	The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. ECCV (6) Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht
2019	J	`jnl`	A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. CoRR Alberto Bailoni, Constantin Pape, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht
2019	J	`jnl`	Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts. Frontiers Comput. Sci. Constantin Pape, Alex Matskevych, Adrian Wolny, Julian Hennies, Giulia Mizzon, Marion Louveaux, Jacob Musser, Alexis Maizel, Detlev Arendt, Anna Kreshuk
2019	J	`jnl`	Leveraging Domain Knowledge to improve EM image segmentation with Lifted Multicuts. CoRR Constantin Pape, Alex Matskevych, Julian Hennies, Anna Kreshuk
2019	—	`conf`	Synthetic Patches, Real Images: Screening for Centrosome Aberrations in EM Images of Human Cancer Cells. MICCAI (1) Artem Lukoyanov, Isabella Haberbosch, Constantin Pape, Alwin Krämer, Yannick Schwab, Anna Kreshuk
2019	J	`jnl`	Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells. CoRR Artem Lukoyanov, Isabella Haberbosch, Constantin Pape, Alwin Kraemer, Yannick Schwab, Anna Kreshuk
2019	J	`jnl`	The Mutex Watershed and its Objective: Efficient, Parameter-Free Image Partitioning. CoRR Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht
2019	J	`jnl`	The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. CoRR Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht
2018	J	`jnl`	Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain. CoRR Larissa Heinrich, Jan Funke, Constantin Pape, Juan Nunez-Iglesias, Stephan Saalfeld
2018	—	`conf`	Synaptic Cleft Segmentation in Non-isotropic Volume Electron Microscopy of the Complete Drosophila Brain. MICCAI (2) Larissa Heinrich, Jan Funke, Constantin Pape, Juan Nunez-Iglesias, Stephan Saalfeld
2018	—	`conf`	The Mutex Watershed: Efficient, Parameter-Free Image Partitioning. ECCV (4) Steffen Wolf, Constantin Pape, Alberto Bailoni, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht
2017	—	`conf`	Solving Large Multicut Problems for Connectomics via Domain Decomposition. ICCV Workshops Constantin Pape, Thorsten Beier, Peter Li, Viren Jain, Davi D. Bock, Anna Kreshuk