conftrace_

markov random field

303 papers

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Also known as

MRF

Co-occurring keywords

graphical model (864) map inference (130) variational inference (2069) belief propagation (177) combinatorial optimization (1039) energy minimization (121) probabilistic modeling (852) bayesian inference (1907) message passing (579) graph cut (89)

Papers

Segregated Graphs and Marginals of Chain Graph Models NIPS 2015
How Many Bits Does it Take for a Stimulus to Be Salient? CVPR 2015
Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015
MRF Optimization by Graph Approximation CVPR 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection CVPR 2015
Scalable Variational Inference in Log-supermodular Models ICML 2015
Learning Deep Structured Models ICML 2015
Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers NIPS 2014
Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization CVPR 2014
Joint Motion Segmentation and Background Estimation in Dynamic Scenes CVPR 2014
Efficient Inference of Continuous Markov Random Fields with Polynomial Potentials NIPS 2014
From MAP to Marginals: Variational Inference in Bayesian Submodular Models NIPS 2014
Near-Optimal Herding COLT 2014
Multiscale Fields of Patterns NIPS 2014
Deformable Object Matching via Deformation Decomposition based 2D Label MRF CVPR 2014
Mixed Graphical Models via Exponential Families AISTATS 2014
Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Conditional Random Field with High-order Dependencies for Sequence Labeling and Segmentation JMLR 2014
Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI CVPR 2014
Putting MRFs on a Tensor Train ICML 2014
Linear and Parallel Learning of Markov Random Fields ICML 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014