Title
Structured Prediction Problem Archive Paul Swoboda Bjoern Andres Andrea Hornáková Florian Bernard Jannik Irmai Paul Roetzer Bogdan Savchynskyy David Stein Ahmed Abbas 30 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 16 8 0 01 Feb 2022
Fusion Moves for Graph Matching Lisa Hutschenreiter Stefan Haller Lorenz Feineis Carsten Rother Dagmar Kainmüller Bogdan Savchynskyy 30 15 0 28 Jan 2021
Graph cuts always find a global optimum for Potts models (with a catch) Hunter Lang David Sontag Aravindan Vijayaraghavan 11 1 0 07 Nov 2020
MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models Siddharth Tourani Alexander Shekhovtsov Carsten Rother Bogdan Savchynskyy 35 21 0 16 Apr 2020
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization Siddharth Tourani Alexander Shekhovtsov Carsten Rother Bogdan Savchynskyy 32 12 0 16 Apr 2020
Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation Stefan Haller Paul Swoboda Bogdan Savchynskyy 14 9 0 14 Apr 2020
Assignment Flows for Data Labeling on Graphs: Convergence and Stability Artjom Zern Alexander Zeilmann Christoph Schnörr 14 16 0 26 Feb 2020
Discrete graphical models -- an optimization perspective Bogdan Savchynskyy 26 26 0 24 Jan 2020
Learning Adaptive Regularization for Image Labeling Using Geometric Assignment Ruben Hühnerbein Fabrizio Savarino Stefania Petra Christoph Schnörr 16 11 0 22 Oct 2019
Relative Interior Rule in Block-Coordinate Minimization Tomáš Werner D. Prusa 6 8 0 21 Oct 2019
MAP Inference via L2-Sphere Linear Program Reformulation Baoyuan Wu Li Shen Tong Zhang Guohao Li 33 1 0 09 May 2019
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber Ofer Meshi Alex Schwing BDL 26 25 0 01 Nov 2018
Modeling Perceptual Aliasing in SLAM via Discrete-Continuous Graphical Models Pierre-Yves Lajoie Siyi Hu Giovanni Beltrame Luca Carlone 24 81 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 21 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 16 11 0 04 Oct 2017
A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching Paul Swoboda Carsten Rother Hassan Abu Alhaija Dagmar Kainmüller Bogdan Savchynskyy 19 59 0 16 Dec 2016
A Message Passing Algorithm for the Minimum Cost Multicut Problem Paul Swoboda Bjoern Andres 27 26 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 24 118 0 07 Dec 2016
Multi-way Particle Swarm Fusion Chen Liu Hang Yan Pushmeet Kohli Yasutaka Furukawa 13 0 0 05 Dec 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 31 250 0 24 Nov 2016
Multi-Modal Mean-Fields via Cardinality-Based Clamping Pierre Baqué François Fleuret Pascal Fua AI4CE 29 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 27 106 0 14 Nov 2016
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics Friederike Laus M. Nikolova Johannes Persch Gabriele Steidl 16 31 0 28 Jul 2016
Image Labeling by Assignment Freddie Åström Stefania Petra Bernhard Schmitzer Christoph Schnörr 16 57 0 16 Mar 2016
Principled Parallel Mean-Field Inference for Discrete Random Fields Pierre Baqué Timur M. Bagautdinov François Fleuret Pascal Fua FedML 23 25 0 19 Nov 2015
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts M. Keuper Evgeny Levinkov Nicolas Bonneel Guillaume Lavoué Thomas Brox Bjoern Andres 69 125 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 30 56 0 27 Nov 2014
Efficiently Searching for Frustrated Cycles in MAP Inference David Sontag Do Kook Choe Yitao Li 65 87 0 16 Oct 2012
Getting Feasible Variable Estimates From Infeasible Ones: MRF Local Polytope Study Bogdan Savchynskyy S. Schmidt 60 9 0 15 Oct 2012