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Inapproximability of Minimizing a Pair of DNFs or Binary Decision Trees Defining a Partial Boolean Function


Mar 03, 2021
David Stein, Bjoern Andres

* Typesetting of references fixed 

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End-to-end Learning for Graph Decomposition


Dec 23, 2018
Jie Song, Bjoern Andres, Michael Black, Otmar Hilliges, Siyu Tang


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Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs


Apr 28, 2018
Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Bjoern Andres, Daniel Cremers


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Efficient Algorithms for Moral Lineage Tracing


Aug 25, 2017
Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres

* Accepted at ICCV 2017 

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ArtTrack: Articulated Multi-person Tracking in the Wild


May 09, 2017
Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele

* Accepted to CVPR 2017 

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Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications


Feb 21, 2017
Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres


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A Message Passing Algorithm for the Minimum Cost Multicut Problem


Jan 12, 2017
Paul Swoboda, Bjoern Andres

* Added acknowledgments 

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DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model


Nov 30, 2016
Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele

* ECCV'16. High-res version at https://www.d2.mpi-inf.mpg.de/sites/default/files/insafutdinov16arxiv.pdf 

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InstanceCut: from Edges to Instances with MultiCut


Nov 24, 2016
Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother

* The code would be released at https://github.com/alexander-kirillov/InstanceCut 

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Moral Lineage Tracing


Nov 08, 2016
Florian Jug, Evgeny Levinkov, Corinna Blasse, Eugene W. Myers, Bjoern Andres

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp. 5926-5935 
* 11 pages 

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Multi-Person Tracking by Multicut and Deep Matching


Aug 17, 2016
Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele


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A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects


Jul 21, 2016
Margret Keuper, Siyu Tang, Yu Zhongjie, Bjoern Andres, Thomas Brox, Bernt Schiele


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The Minimum Cost Connected Subgraph Problem in Medical Image Analysis


Jun 20, 2016
Markus Rempfler, Bjoern Andres, Bjoern H. Menze

* accepted at MICCAI 2016 

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DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation


Apr 26, 2016
Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

* Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) 

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Convexification of Learning from Constraints


Feb 22, 2016
Iaroslav Shcherbatyi, Bjoern Andres


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Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts


Sep 11, 2015
Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavoué, Thomas Brox, Bjoern Andres


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Convexity Shape Constraints for Image Segmentation


Sep 07, 2015
Loic A. Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller


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Estimating Maximally Probable Constrained Relations by Mathematical Programming


Aug 04, 2014
Lizhen Qu, Bjoern Andres

* 16 pages 

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A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems


Apr 02, 2014
Jörg H. Kappes, Bjoern Andres, Fred A. Hamprecht, Christoph Schnörr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Thorben Kröger, Jan Lellmann, Nikos Komodakis, Bogdan Savchynskyy, Carsten Rother


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OpenGM: A C++ Library for Discrete Graphical Models


Jun 01, 2012
Bjoern Andres, Thorsten Beier, Joerg H. Kappes

* 5 pages 

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How to Extract the Geometry and Topology from Very Large 3D Segmentations


Sep 30, 2010
Bjoern Andres, Ullrich Koethe, Thorben Kroeger, Fred A. Hamprecht

* C++ source code, free command line tools and MATLAB mex files are avilable from http://hci.iwr.uni-heidelberg.de/software.php 

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