markov random field

Sparse Signal Recovery Using Markov Random Fields NeurIPS 2008 Cooled and Relaxed Survey Propagation for MRFs NeurIPS 2007 Local Algorithms for Approximate Inference in Minor-Excluded Graphs NeurIPS 2007 Loop Series and Bethe Variational Bounds in Attractive Graphical Models NeurIPS 2007 Modeling image patches with a directed hierarchy of Markov random fields NeurIPS 2007 New Outer Bounds on the Marginal Polytope NeurIPS 2007 Bayesian Model Scoring in Markov Random Fields NeurIPS 2006 Estimating the “Wrong” Graphical Model: Benefits in the Computation-Limited Setting JMLR 2006 High-Dimensional Graphical Model Selection Using ℓ_1-Regularized Logistic Regression NeurIPS 2006 Statistical Modeling of Images with Fields of Gaussian Scale Mixtures NeurIPS 2006 The Neurodynamics of Belief Propagation on Binary Markov Random Fields NeurIPS 2006 Using Combinatorial Optimization within Max-Product Belief Propagation NeurIPS 2006 Interacting Markov Random Fields for Simultaneous Terrain Modeling and Obstacle Detection RSS 2005 A Generative Model for Separating Illumination and Reflectance from Images JMLR 2003