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Steffen Wolf 0001
Person information
- affiliation: University of Heidelberg, Germany
Other persons with the same name
- Steffen Wolf — disambiguation page
- Steffen Wolf 0002 — University of Kaiserslautern, Germany
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2020 – today
- 2023
- [c11]Steffen Wolf, Manan Lalit, Katie McDole, Jan Funke:
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images. ICCV 2023: 21206-21215 - [i8]Steffen Wolf, Manan Lalit, Henry Westmacott
, Katie McDole, Jan Funke:
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images. CoRR abs/2310.08501 (2023) - 2022
- [c10]Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht:
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation. CVPR 2022: 11635-11645 - 2021
- [j1]Steffen Wolf
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3724-3738 (2021) - 2020
- [b1]Steffen Wolf:
Machine Learning for Instance Segmentation. University of Heidelberg, Germany, 2020 - [c9]Steffen Wolf, Fred A. Hamprecht, Jan Funke:
Inpainting Networks Learn to Separate Cells in Microscopy Images. BMVC 2020 - [c8]Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht:
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. GCPR 2020: 331-344 - [c7]Steffen Wolf, Yuyan Li, Constantin Pape
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. ECCV (6) 2020: 208-224 - [c6]Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio:
Learning the Arrow of Time for Problems in Reinforcement Learning. ICLR 2020 - [i7]Steffen Wolf, Fred A. Hamprecht, Jan Funke:
Instance Separation Emerges from Inpainting. CoRR abs/2003.00891 (2020) - [i6]Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht:
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. CoRR abs/2009.04998 (2020)
2010 – 2019
- 2019
- [c5]Elke Kirschbaum, Manuel Haußmann, Steffen Wolf, Hannah Sonntag, Justus Schneider, Shehabeldin Elzoheiry, Oliver Kann, Daniel Durstewitz, Fred A. Hamprecht:
LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium imaging videos. ICLR (Poster) 2019 - [i5]Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht:
The Mutex Watershed and its Objective: Efficient, Parameter-Free Image Partitioning. CoRR abs/1904.12654 (2019) - [i4]Alberto Bailoni, Constantin Pape
A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. CoRR abs/1906.11713 (2019) - [i3]Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio:
Learning the Arrow of Time. CoRR abs/1907.01285 (2019) - [i2]Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht:
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. CoRR abs/1912.12717 (2019) - 2018
- [c4]Steffen Wolf, Constantin Pape
The Mutex Watershed: Efficient, Parameter-Free Image Partitioning. ECCV (4) 2018: 571-587 - 2017
- [c3]Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred A. Hamprecht:
Learned Watershed: End-to-End Learning of Seeded Segmentation. ICCV 2017: 2030-2038 - [i1]Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred A. Hamprecht:
Learned Watershed: End-to-End Learning of Seeded Segmentation. CoRR abs/1704.02249 (2017) - 2016
- [c2]Carsten Haubold, Janez Ales, Steffen Wolf, Fred A. Hamprecht:
A Generalized Successive Shortest Paths Solver for Tracking Dividing Targets. ECCV (7) 2016: 566-582 - 2015
- [c1]Martin Schiegg, Ben Heuer, Carsten Haubold, Steffen Wolf, Ullrich Köthe
Proof-reading guidance in cell tracking by sampling from tracking-by-assignment models. ISBI 2015: 394-398
Coauthor Index
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