practical computer vision

ICCV
2011
IEEE

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Perturb-and-MAP Random Fields: Using Discrete Optimization\\to Learn and Sample from Energy Models

12 years 11 months ago

$Perturb-and-MAP Random Fields: Using Discrete Optimization\\to Learn and Sample from Energy Models$

We propose a novel way to induce a random ﬁeld from an energy function on discrete labels. It amounts to locally injecting noise to the energy potentials, followed by ﬁnding t...

George Papandreou, Alan L. Yuille

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