no code implementations • 9 Jan 2016 • Jörg Hendrik Kappes, Paul Swoboda, Bogdan Savchynskyy, Tamir Hazan, Christoph Schnörr
We present a probabilistic graphical model formulation for the graph clustering problem.
no code implementations • CVPR 2014 • Paul Swoboda, Alexander Shekhovtsov, Jörg Hendrik Kappes, Christoph Schnörr, Bogdan Savchynskyy
We propose a novel polynomial time algorithm to obtain a part of its optimal non-relaxed integral solution.
no code implementations • NeurIPS 2013 • Bogdan Savchynskyy, Jörg Hendrik Kappes, Paul Swoboda, Christoph Schnörr
We consider energy minimization for undirected graphical models, also known as MAP-inference problem for Markov random fields.