Steffen Wolf

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 19

Top Topics

Agglomerative Clustering

Phase Contrast Images

Unsupervised Learning

Microscopy Images

Top Venues

Publications

Steffen Wolf, Manan Lalit, Katie McDole, Jan Funke
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images. ICCV (2023)
Steffen Wolf, Manan Lalit, Henry Westmacott, Katie McDole, Jan Funke
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images. CoRR (2023)
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)
Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Steffen Wolf, Fred A. Hamprecht, Jan Funke
Instance Separation Emerges from Inpainting. CoRR (2020)
Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio
Learning the Arrow of Time for Problems in Reinforcement Learning. ICLR (2020)
Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. CoRR (2020)
Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. GCPR (2020)
Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. ECCV (6) (2020)
Steffen Wolf, Fred A. Hamprecht, Jan Funke
Inpainting Networks Learn to Separate Cells in Microscopy Images. BMVC (2020)
Alberto Bailoni, Constantin Pape, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht
A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. CoRR (2019)
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 (2019)
Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio
Learning the Arrow of Time. CoRR (2019)
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 (2019)
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)
Steffen Wolf, Constantin Pape, Alberto Bailoni, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht
The Mutex Watershed: Efficient, Parameter-Free Image Partitioning. ECCV (4) (2018)
Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred A. Hamprecht
Learned Watershed: End-to-End Learning of Seeded Segmentation. ICCV (2017)
Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred A. Hamprecht
Learned Watershed: End-to-End Learning of Seeded Segmentation. CoRR (2017)
Carsten Haubold, Janez Ales, Steffen Wolf, Fred A. Hamprecht
A Generalized Successive Shortest Paths Solver for Tracking Dividing Targets. ECCV (7) (2016)
Martin Schiegg, Ben Heuer, Carsten Haubold, Steffen Wolf, Ullrich Köthe, Fred A. Hamprecht
Proof-reading guidance in cell tracking by sampling from tracking-by-assignment models. ISBI (2015)