61 citations · 65 across the 4 of their papers we have counts for
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cs.CV2013
Efficient Energy Minimization for Enforcing Statistics
Yongsub Lim, Kyomin Jung, Pushmeet Kohli
Energy minimization algorithms, such as graph cuts, enable the computation of the MAP solution under certain probabilistic models such as Markov random fields. However, for many co…
cs.LG2013★ 1 cited
Multi-dimensional Parametric Mincuts for Constrained MAP Inference
Yongsub Lim, Kyomin Jung, Pushmeet Kohli
In this paper, we propose novel algorithms for inferring the Maximum a Posteriori (MAP) solution of discrete pairwise random field models under multiple constraints. We show how th…