1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2020
MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models
Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother +1
Dense, discrete Graphical Models with pairwise potentials are a powerful class of models which are employed in state-of-the-art computer vision and bio-imaging applications. This w…
cs.LG2020★ 1 cited
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization
Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother +1
We consider the maximum-a-posteriori inference problem in discrete graphical models and study solvers based on the dual block-coordinate ascent rule. We map all existing solvers in…