Dmytro Shlezinger

M-Best-Diverse Labelings for Submodular Energies and Beyond

We consider the problem of finding M best diverse solutions of energy minimization problems for graphical models. Contrary to the sequential method of Batra et al., which greedily finds one solution after another, we infer all $M$ solutions jointly. It was shown recently that such jointly inferred l…