Steffen Wolf - Google Scholar Citations

Cited by

	All	Since 2015
Citations	242	241
h-index	6	6
i10-index	3	3

120

2015201620172018201920203 2 11 54 108 63

Co-authors

Fred A. HamprechtProfessor, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Ullrich KötheAdjunct Professor of Computer Science, University of HeidelbergVerified email at iwr.uni-heidelberg.de
Anna KreshukGroup Leader, EMBL HeidelbergVerified email at embl.de
Constantin PapePhd-Candidate, University of HeidelbergVerified email at iwr.uni-heidelberg.de
Nasim RahamanMila, Montréal & Max-Planck Institute for Intelligent Systems TübingenVerified email at tuebingen.mpg.de
Carsten HauboldPhD Student, University of HeidelbergVerified email at iwr.uni-heidelberg.de
Lukas SchottPhD Student International Max Planck Research School for Intelligent SystemsVerified email at bethgelab.org
Charless FowlkesDepartment of Computer Science, University of California, IrvineVerified email at ics.uci.edu
Martin SchieggResearch Scientist, Bosch Center for AIVerified email at bosch.com
Yoshua BengioProfessor, University of Montreal (Computer Sc. & Op. Res.), Mila, CIFAR, CRM, IVADO, REPARTI, GRSNCVerified email at mila.quebec
Anirudh GoyalMila, Université de MontréalVerified email at umontreal.ca
Manuel HaussmannPhD Student, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Daniel DurstewitzProfessor for Theoretical Neuroscience, CIMH/ Heidelberg UniversityVerified email at zi-mannheim.de
Elke KirschbaumPhD Student, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Oliver KannProfessor of Neurophysiology, University of HeidelbergVerified email at physiologie.uni-heidelberg.de
Vikram MandikalThe University of Texas at AustinVerified email at cs.utexas.edu

Steffen Wolf

PhD Student, University of Heidelberg

Verified email at iwr.uni-heidelberg.de

Machine Learning Image Segmentation Structured Learning Efficient Algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An objective comparison of cell-tracking algorithms V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ... Nature methods 14 (12), 1141-1152, 2017	170	2017
Learned Watershed: End-to-End Learning of Seeded Segmentation S Wolf, L Schott, U Köthe, F Hamprecht International Conference on Computer Vision: ICCV 2017, 2017	22	2017
The Mutex Watershed: Efficient, Parameter-Free Image Partitioning S Wolf, C Pape, A Bailoni, N Rahaman, A Kreshuk, U Kothe, ... Proceedings of the European Conference on Computer Vision (ECCV), 546-562, 2018	19	2018
A generalized successive shortest paths solver for tracking dividing targets C Haubold, J Aleš, S Wolf, FA Hamprecht European Conference on Computer Vision, 566-582, 2016	8	2016
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning S Wolf, A Bailoni, C Pape, N Rahaman, A Kreshuk, U Köthe, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020	6*	2020
Tracking objects with higher order interactions via delayed column generation S Wang, S Wolf, C Fowlkes, J Yarkony Artificial Intelligence and Statistics, 1132-1140, 2017	6*	2017
A generalized framework for agglomerative clustering of signed graphs applied to instance segmentation A Bailoni, C Pape, S Wolf, T Beier, A Kreshuk, FA Hamprecht arXiv preprint arXiv:1906.11713, 2019	3	2019
Proof-reading guidance in cell tracking by sampling from tracking-by-assignment models M Schiegg, B Heuer, C Haubold, S Wolf, U Koethe, FA Hamprecht 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 394-398, 2015	3	2015
LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium imaging videos E Kirschbaum, M Haußmann, S Wolf, H Sonntag, J Schneider, S Elzoheiry, ... arXiv preprint arXiv:1806.09963, 2018	2	2018
Instance Separation Emerges from Inpainting S Wolf, FA Hamprecht, J Funke arXiv preprint arXiv:2003.00891, 2020	1	2020
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation S Wolf, Y Li, C Pape, A Bailoni, A Kreshuk, FA Hamprecht arXiv preprint arXiv:1912.12717, 2019	1	2019
Learning the Arrow of Time N Rahaman, S Wolf, A Goyal, R Remme, Y Bengio arXiv preprint arXiv:1907.01285, 2019	1	2019
Microscopy-based assay for semi-quantitative detection of SARS-CoV-2 specific antibodies in human sera C Pape, R Remme, A Wolny, S Olberg, S Wolf, L Cerrone, M Cortese, ... bioRxiv, 2020		2020
Machine Learning for Instance Segmentation S Wolf		2020
Learning the Arrow of Time for Problems in Reinforcement Learning N Rahaman, S Wolf, A Goyal, R Remme, Y Bengio International Conference on Learning Representations, 2019		2019
HD-Hau-GE C Haubold, M Schiegg, D Stöckel, S Wolf, FA Hamprecht
A GAN framework for Instance Segmentation using the Mutex Watershed Algorithm M Vikram, S Wolf

The system can't perform the operation now. Try again later.

Articles 1–17

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors