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link: https://doi.org/gmv667
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- id: 10.1038/s41592-019-0582-9
title: 'ilastik: interactive machine learning for (bio)image analysis'
authors:
- Stuart Berg
- Dominik Kutra
- Thorben Kroeger
- Christoph N. Straehle
- Bernhard X. Kausler
- Carsten Haubold
- Martin Schiegg
- Janez Ales
- Thorsten Beier
- Markus Rudy
- Kemal Eren
- Jaime I Cervantes
- Buote Xu
- Fynn Beuttenmueller
- Adrian Wolny
- Chong Zhang
- Ullrich Koethe
- Fred A. Hamprecht
- Anna Kreshuk
publisher: Nature Methods
date: '2019-09-30'
link: https://doi.org/gf85p9
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- id: url:https://proceedings.mlr.press/v80/draxler18a.html
title: Essentially No Barriers in Neural Network Energy Landscape
authors:
- Felix Draxler
- Kambis Veschgini
- Manfred Salmhofer
- Fred Hamprecht
publisher: Proceedings of the 35th International Conference on Machine Learning
date: '2018-07-03'
link: https://proceedings.mlr.press/v80/draxler18a.html
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file: sources-highlights.yaml
- id: doi:10.1109/CVPR.2018.00095
title: Learning Steerable Filters for Rotation Equivariant CNNs
authors:
- Maurice Weiler
- Fred A. Hamprecht
- Martin Storath
publisher: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
date: '2018-06-01'
link: https://doi.org/ghhzw7
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- id: doi:10.1038/nmeth.4151
title: Multicut brings automated neurite segmentation closer to human performance
authors:
- Thorsten Beier
- Constantin Pape
- Nasim Rahaman
- Timo Prange
- Stuart Berg
- Davi D Bock
- Albert Cardona
- Graham W Knott
- Stephen M Plaza
- Louis K Scheffer
- Ullrich Koethe
- Anna Kreshuk
- Fred A Hamprecht
publisher: Nature Methods
date: '2017-02-01'
link: https://doi.org/gmptkm
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- id: doi:10.1007/s11263-015-0809-x
title: A Comparative Study of Modern Inference Techniques for Structured Discrete
Energy Minimization Problems
authors:
- "J\xF6rg H. Kappes"
- Bjoern Andres
- Fred A. Hamprecht
- "Christoph Schn\xF6rr"
- Sebastian Nowozin
- Dhruv Batra
- Sungwoong Kim
- Bernhard X. Kausler
- "Thorben Kr\xF6ger"
- Jan Lellmann
- Nikos Komodakis
- Bogdan Savchynskyy
- Carsten Rother
publisher: International Journal of Computer Vision
date: '2015-03-14'
link: https://doi.org/f7swzm
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- id: doi:10.1093/bioinformatics/btu764
title: Graphical model for joint segmentation and tracking of multiple dividing
cells
authors:
- Martin Schiegg
- Philipp Hanslovsky
- Carsten Haubold
- Ullrich Koethe
- Lars Hufnagel
- Fred A. Hamprecht
publisher: Bioinformatics
date: '2014-11-17'
link: https://doi.org/f67q8q
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- id: doi:10.1007/978-3-319-11752-2_4
title: 'Semi-Global Matching: A Principled Derivation in Terms of Message Passing'
authors:
- Amnon Drory
- Carsten Haubold
- Shai Avidan
- Fred A. Hamprecht
publisher: Lecture Notes in Computer Science
date: '2014-01-01'
link: https://doi.org/gtf3rx
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- id: doi:10.1021/ac801303x
title: Concise Representation of Mass Spectrometry Images by Probabilistic Latent
Semantic Analysis
authors:
- Michael Hanselmann
- Marc Kirchner
- Bernhard Y. Renard
- Erika R. Amstalden
- Kristine Glunde
- Ron M. A. Heeren
- Fred A. Hamprecht
publisher: Analytical Chemistry
date: '2008-11-07'
link: https://doi.org/bj63dw
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- id: doi:10.1109/TIT.2004.840864
title: Optimal Lattices for Sampling
authors:
- H.R. Kunsch
- E. Agrell
- F.A. Hamprecht
publisher: IEEE Transactions on Information Theory
date: '2005-02-01'
link: https://doi.org/b3cd9w
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- id: doi:10.1021/ci010376b
title: "Chemical Library Subset Selection Algorithms:\u2009 A Unified Derivation\
\ Using Spatial Statistics"
authors:
- Fred A. Hamprecht
- Walter Thiel
- Wilfred F. van Gunsteren
publisher: Journal of Chemical Information and Computer Sciences
date: '2002-03-01'
link: https://doi.org/cgc9s8
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- id: doi:10.1063/1.477267
title: Development and assessment of new exchange-correlation functionals
authors:
- Fred A. Hamprecht
- Aron J. Cohen
- David J. Tozer
- Nicholas C. Handy
publisher: The Journal of Chemical Physics
date: '1998-10-15'
link: https://doi.org/b6p9bq
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- id: doi:10.1021/jm970732a
title: "Three-Dimensional Quantitative Similarity\u2212Activity Relationships (3D\
\ QSiAR) from SEAL Similarity Matrices"
authors:
- Hugo Kubinyi
- Fred A. Hamprecht
- Thomas Mietzner
publisher: Journal of Medicinal Chemistry
date: '1998-06-16'
link: https://doi.org/fj2k3z
plugin: sources.py
file: sources-highlights.yaml
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- id: doi:10.1109/TPAMI.2020.2980827

- id: 10.1038/s41592-019-0582-9

- id: url:https://proceedings.mlr.press/v80/draxler18a.html

- id: doi:10.1109/CVPR.2018.00095

- id: doi:10.1038/nmeth.4151

- id: doi:10.1007/s11263-015-0809-x

- id: doi:10.1093/bioinformatics/btu764

- id: doi:10.1007/978-3-319-11752-2_4

- id: doi:10.1021/ac801303x

- id: doi:10.1109/TIT.2004.840864

- id: doi:10.1021/ci010376b

- id: doi:10.1063/1.477267

- id: doi:10.1021/jm970732a

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