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cs.CV2017
Guaranteed Parameter Estimation for Discrete Energy Minimization
Mengtian Li, Daniel Huber
Structural learning, a method to estimate the parameters for discrete energy minimization, has been proven to be effective in solving computer vision problems, especially in 3D sce…
cs.CV2016
Complexity of Discrete Energy Minimization Problems
Mengtian Li, Alexander Shekhovtsov, Daniel Huber
Discrete energy minimization is widely-used in computer vision and machine learning for problems such as MAP inference in graphical models. The problem, in general, is notoriously…