Partial Optimality by Pruning for MAP-Inference with General Graphical
Models

Partial Optimality by Pruning for MAP-Inference with General Graphical Models

24 October 2014

Alexander Shekhovtsov

Jörg H. Kappes

Christoph Schnörr

Bogdan Savchynskyy

Papers citing "Partial Optimality by Pruning for MAP-Inference with General Graphical Models"

11 / 11 papers shown

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
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
Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation Stefan Haller Paul Swoboda Bogdan Savchynskyy 14 9 0 14 Apr 2020
Discrete graphical models -- an optimization perspective Bogdan Savchynskyy 26 26 0 24 Jan 2020
Block Stability for MAP Inference Hunter Lang David Sontag Aravindan Vijayaraghavan 15 6 0 12 Oct 2018
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
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
Image Labeling by Assignment Freddie Åström Stefania Petra Bernhard Schmitzer Christoph Schnörr 16 57 0 16 Mar 2016
Higher Order Maximum Persistency and Comparison Theorems Alexander Shekhovtsov 45 8 0 04 May 2015
Efficiently Searching for Frustrated Cycles in MAP Inference David Sontag Do Kook Choe Yitao Li 65 87 0 16 Oct 2012