101 citations · 355 across the 29 of their papers we have counts for
4 papers · 1 filter
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle
Neel Shah, Vladimir Kolmogorov, Christoph H. Lampert
Structural support vector machines (SSVMs) are amongst the best performing models for structured computer vision tasks, such as semantic image segmentation or human pose estimation…
Superconcentrators of Density 25.3
Vladimir Kolmogorov, Michal Rolinek
An -superconcentrator is a directed, acyclic graph with input nodes and output nodes such that every subset of the inputs and every subset of the outputs of same cardina…
Proceedings of The 38th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM), 2014
Vladimir Kolmogorov, Christoph Lampert, Emilie Morvant +1
The 38th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM) will be held at IST Austria, on May 22-23, 2014. The workshop provides a platform for researcher…
Combining pattern-based CRFs and weighted context-free grammars
Rustem Takhanov, Vladimir Kolmogorov
We consider two models for the sequence labeling (tagging) problem. The first one is a {\em Pattern-Based Conditional Random Field }(\PB), in which the energy of a string (chain la…