Title
Structured Prediction Problem Archive Paul Swoboda Bjoern Andres Andrea Hornáková Florian Bernard Jannik Irmai Paul Roetzer Bogdan Savchynskyy David Stein Ahmed Abbas 79 7 0 04 Feb 2022
Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision Patrick M. Jensen N. Jeppesen A. Dahl Vedrana Andersen Dahl 54 8 0 01 Feb 2022
Tikhonov Regularization of Circle-Valued Signals Laurent Condat 42 5 0 05 Aug 2021
Fusion Moves for Graph Matching Lisa Hutschenreiter Stefan Haller Lorenz Feineis Carsten Rother Dagmar Kainmüller Bogdan Savchynskyy 99 15 0 28 Jan 2021
Graph cuts always find a global optimum for Potts models (with a catch) Hunter Lang David Sontag Aravindan Vijayaraghavan 39 1 0 07 Nov 2020
Assignment Flow for Order-Constrained OCT Segmentation Dmitrij Sitenko Bastian Boll Christoph Schnörr 45 7 0 10 Sep 2020
MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models Siddharth Tourani Alexander Shekhovtsov Carsten Rother Bogdan Savchynskyy 83 21 0 16 Apr 2020
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization Siddharth Tourani Alexander Shekhovtsov Carsten Rother Bogdan Savchynskyy 66 12 0 16 Apr 2020
Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation Stefan Haller Paul Swoboda Bogdan Savchynskyy 50 9 0 14 Apr 2020
Discrete graphical models -- an optimization perspective Bogdan Savchynskyy 69 26 0 24 Jan 2020
Learning Adaptive Regularization for Image Labeling Using Geometric Assignment Ruben Hühnerbein Fabrizio Savarino Stefania Petra Christoph Schnörr 43 11 0 22 Oct 2019
Relative Interior Rule in Block-Coordinate Minimization Tomáš Werner D. Prusa 43 8 0 21 Oct 2019
MAP Inference via L2-Sphere Linear Program Reformulation Baoyuan Wu Li Shen Tong Zhang Guohao Li 56 1 0 09 May 2019
Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment Artjom Zern Matthias Zisler Stefania Petra Christoph Schnörr 34 9 0 24 Apr 2019
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber Ofer Meshi Alex Schwing BDL 90 25 0 01 Nov 2018
Modeling Perceptual Aliasing in SLAM via Discrete-Continuous Graphical Models Pierre-Yves Lajoie Siyi Hu Giovanni Beltrame Luca Carlone 101 82 0 27 Oct 2018
An ILP Solver for Multi-label MRFs with Connectivity Constraints Ruobing Shen Bo Tang Ismail Ben Ayed Andrea Lodi Andrea Tramontani Gerhard Reinelt 58 5 0 16 Dec 2017
Image Labeling Based on Graphical Models Using Wasserstein Messages and Geometric Assignment Ruben Hühnerbein Fabrizio Savarino Freddie Åström Christoph Schnörr 60 11 0 04 Oct 2017
On Coordinate Minimization of Convex Piecewise-Affine Functions Tomáš Werner 49 1 0 14 Sep 2017
Guaranteed Parameter Estimation for Discrete Energy Minimization Mengtian Li Daniel F. Huber 26 1 0 11 Jan 2017
A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching Paul Swoboda Carsten Rother Hassan Abu Alhaija Dagmar Kainmüller Bogdan Savchynskyy 85 59 0 16 Dec 2016
A Message Passing Algorithm for the Minimum Cost Multicut Problem Paul Swoboda Bjoern Andres 62 27 0 16 Dec 2016
Global Hypothesis Generation for 6D Object Pose Estimation Frank Michel Alexander Kirillov Eric Brachmann Alexander Krull Stefan Gumhold Bogdan Savchynskyy Carsten Rother 80 118 0 07 Dec 2016
Multi-way Particle Swarm Fusion Chen Liu Hang Yan Pushmeet Kohli Yasutaka Furukawa 45 0 0 05 Dec 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 66 253 0 24 Nov 2016
Multi-Modal Mean-Fields via Cardinality-Based Clamping Pierre Baqué François Fleuret Pascal Fua AI4CE 57 3 0 23 Nov 2016
Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov J. Uhrig Siyu Tang Mohamed Omran Eldar Insafutdinov Alexander Kirillov Carsten Rother Thomas Brox Bernt Schiele Bjoern Andres 80 106 0 14 Nov 2016
Complexity of Discrete Energy Minimization Problems Mengtian Li Alexander Shekhovtsov Daniel F. Huber 55 17 0 29 Jul 2016
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics Friederike Laus M. Nikolova Johannes Persch Gabriele Steidl 60 31 0 28 Jul 2016
A Geometric Approach to Color Image Regularization Freddie Åström Christoph Schnörr 11 4 0 19 May 2016
Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes Gordon A. Christie A. Laddha Aishwarya Agrawal Stanislaw Antol Yash Goyal K. Kochersberger Dhruv Batra 78 30 0 07 Apr 2016
Image Labeling by Assignment Freddie Åström Stefania Petra Bernhard Schmitzer Christoph Schnörr 76 57 0 16 Mar 2016
Multicuts and Perturb & MAP for Probabilistic Graph Clustering Jörg H. Kappes Paul Swoboda Bogdan Savchynskyy Tamir Hazan Christoph Schnörr 30 7 0 09 Jan 2016
Automatically selecting inference algorithms for discrete energy minimisation Paul Henderson V. Ferrari 39 2 0 19 Nov 2015
Principled Parallel Mean-Field Inference for Discrete Random Fields Pierre Baqué Timur M. Bagautdinov François Fleuret Pascal Fua FedML 95 26 0 19 Nov 2015
Kernel Cuts: MRF meets Kernel & Spectral Clustering Meng Tang D. Marin Ismail Ben Ayed Yuri Boykov 30 7 0 24 Jun 2015
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts Margret Keuper Evgeny Levinkov Nicolas Bonneel Guillaume Lavoué Thomas Brox Bjoern Andres 162 125 0 26 May 2015
Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications Peng Wang Chunhua Shen Anton Van Den Hengel Philip H. S. Torr 115 56 0 27 Nov 2014
Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference Peng Wang Chunhua Shen Anton Van Den Hengel Philip Torr 68 3 0 20 Apr 2014
Approximating the Bethe partition function Adrian Weller Tony Jebara 50 29 0 30 Dec 2013
Higher-order Segmentation via Multicuts Jörg H. Kappes M. Speth Gerhard Reinelt Christoph Schnörr 121 47 0 28 May 2013