Wolf, Steffen

9 publications

ICCV 2023 Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images Steffen Wolf, Manan Lalit, Katie McDole, Jan Funke

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

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

ICLR 2020 Learning the Arrow of Time for Problems in Reinforcement Learning Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio

ICLR 2019 LeMoNADe: Learned Motif and Neuronal Assembly Detection in Calcium Imaging Videos Elke Kirschbaum, Manuel Haußmann, Steffen Wolf, Hannah Sonntag, Justus Schneider, Shehabeldin Elzoheiry, Oliver Kann, Daniel Durstewitz, 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

ICCV 2017 Learned Watershed: End-to-End Learning of Seeded Segmentation Steffen Wolf, Lukas Schott, Ullrich Kothe, Fred Hamprecht

AISTATS 2017 Tracking Objects with Higher Order Interactions via Delayed Column Generation Shaofei Wang, Steffen Wolf, Charless C. Fowlkes, Julian Yarkony

ECCV 2016 A Generalized Successive Shortest Paths Solver for Tracking Dividing Targets Carsten Haubold, Janez Ales, Steffen Wolf, Fred A. Hamprecht