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

Ordinal Random Fields for Recommender Systems ACML 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
Simple MAP Inference via Low-Rank Relaxations NIPS 2014
Beat the MTurkers: Automatic Image Labeling from Weak 3D Supervision CVPR 2014
Similarity-Aware Patchwork Assembly for Depth Image Super-Resolution CVPR 2014
Visual Tracking via Probability Continuous Outlier Model CVPR 2014
Distributed Parameter Estimation in Probabilistic Graphical Models NIPS 2014
Learning Inhomogeneous FRAME Models for Object Patterns CVPR 2014
A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields CVPR 2014
A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions CVPR 2014
Manifold Based Dynamic Texture Synthesis from Extremely Few Samples CVPR 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation NIPS 2014
Rounding-based Moves for Metric Labeling NIPS 2014
Projecting Markov Random Field Parameters for Fast Mixing NIPS 2014
Hardness of parameter estimation in graphical models NIPS 2014
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Graph Cut based Continuous Stereo Matching using Locally Shared Labels CVPR 2014
Parsing World's Skylines using Shape-Constrained MRFs CVPR 2014
Message Passing Inference for Large Scale Graphical Models with High Order Potentials NIPS 2014
Analyzing the Harmonic Structure in Graph-Based Learning NIPS 2013
In Defense of 3D-Label Stereo CVPR 2013
Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets CVPR 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013
Message passing with l1 penalized KL minimization ICML 2013