@inproceedings{bb110400,
        AUTHOR = "Wu, H. and Spurlock, S. and Souvenir, R.",
        TITLE = "Semi-supervised multi-output image manifold regression",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2413-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106754"}

@inproceedings{bb110401,
        AUTHOR = "Berthoumieu, Y. and Bombrun, L. and Germain, C. and Said, S.",
        TITLE = "Classification approach based on the product of riemannian manifolds
from Gaussian parametrization space",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "206-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106755"}

@inproceedings{bb110402,
        AUTHOR = "Muralidharan, P. and Hinkle, J. and Fletcher, P.T.",
        TITLE = "A map estimation algorithm for Bayesian polynomial regression on
riemannian manifolds",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "215-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106756"}

@inproceedings{bb110403,
        AUTHOR = "Gorbach, N.S. and Bian, A.A. and Fischer, B. and Bauer, S. and Buhmann, J.M.",
        TITLE = "Model Selection for Gaussian Process Regression",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "306-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106757"}

@inproceedings{bb110404,
        AUTHOR = "Huang, D. and Han, L. and de la Torre, F.",
        TITLE = "Soft-Margin Mixture of Regressions",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4058-4066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106758"}

@inproceedings{bb110405,
        AUTHOR = "Maier, A. and Rodriguez Salas, D.",
        TITLE = "Fast and robust selection of highly-correlated features in regression
problems",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "482-485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106759"}

@inproceedings{bb110406,
        AUTHOR = "Luo, L. and Tu, Q.H. and Yang, J. and Zhang, Y.G.",
        TITLE = "Dual approximated nuclear norm based matrix regression via adaptive
line search scheme",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2538-2543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106760"}

@inproceedings{bb110407,
        AUTHOR = "Fagundes, R.A.A. and de Souza, R.M.C.R. and Soares, Y.M.G.",
        TITLE = "Quantile regression of interval-valued data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2586-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106761"}

@inproceedings{bb110408,
        AUTHOR = "Subramanian, S. and Rana, S. and Gupta, S. and Sivakumar, P.B. and Velayutham, C.S. and Venkateshc, S.",
        TITLE = "Bayesian nonparametric Multiple Instance Regression",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3661-3666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106762"}

@inproceedings{bb110409,
        AUTHOR = "Xing, C. and Geng, X. and Xue, H.",
        TITLE = "Logistic Boosting Regression for Label Distribution Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4489-4497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106763"}

@inproceedings{bb110410,
        AUTHOR = "Feng, Q. and Zhou, Y. and Lan, R.",
        TITLE = "Pairwise Linear Regression Classification for Image Set Retrieval",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4865-4872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106764"}

@inproceedings{bb110411,
        AUTHOR = "Banerjee, M. and Chakraborty, R. and Ofori, E. and Okun, M.S. and Vaillancourt, D.E. and Vemuri, B.C.",
        TITLE = "A Nonlinear Regression Technique for Manifold Valued Data with
Applications to Medical Image Analysis",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4424-4432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106765"}

@inproceedings{bb110412,
        AUTHOR = "Wang, Y.X. and Hebert, M.",
        TITLE = "Learning to Learn:
Model Regression Networks for Easy Small Sample Learning",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VI: 616-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106766"}

@inproceedings{bb110413,
        AUTHOR = "Robles Kelly, A.",
        TITLE = "Least-Squares Regression with Unitary Constraints for Network Behaviour
Classification",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106767"}

@inproceedings{bb110414,
        AUTHOR = "Koda, S.",
        TITLE = "Adaptive Sparse Bayesian Regression with Variational Inference for
Parameter Estimation",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "263-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106768"}

@inproceedings{bb110415,
        AUTHOR = "Antonakos, E. and Snape, P. and Trigeorgis, G. and Zafeiriou, S.P.",
        TITLE = "Adaptive cascaded regression",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1649-1653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106769"}

@inproceedings{bb110416,
        AUTHOR = "Gurovich, Y. and Kissos, I. and Hanani, Y.",
        TITLE = "Quality scores for deep regression systems",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3758-3762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106770"}

@inproceedings{bb110417,
        AUTHOR = "Perez Pellitero, E. and Salvador, J. and Ruiz Hidalgo, J. and Rosenhahn, B.",
        TITLE = "Half hypersphere confinement for piecewise linear regression",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106771"}

@inproceedings{bb110418,
        AUTHOR = "Belagiannis, V. and Rupprecht, C. and Carneiro, G. and Navab, N.",
        TITLE = "Robust Optimization for Deep Regression",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2830-2838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106772"}

@inproceedings{bb110419,
        AUTHOR = "Pandremmenou, K. and Shahid, M. and Kondi, L.P. and Lovstrom, B.",
        TITLE = "On the improvement of no-reference mean opinion score estimation
accuracy by following a frame-level regression approach",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1850-1854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106773"}

@inproceedings{bb110420,
        AUTHOR = "Wang, Y. and Dicle, C. and Sznaier, M. and Camps, O.I.",
        TITLE = "Self Scaled Regularized Robust Regression",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3261-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106774"}

@inproceedings{bb110421,
        AUTHOR = "Nilsson, M.",
        TITLE = "Elastic Net Regularized Logistic Regression Using Cubic Majorization",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3446-3451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106775"}

@inproceedings{bb110422,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106776"}

@inproceedings{bb110423,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Point Estimation for Bayesian Regression via Simulated Annealing",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "317-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106777"}

@inproceedings{bb110424,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Bayesian Regression for Grouped Variables in Generalized Linear
Models",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "242-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106778"}

@inproceedings{bb110425,
        AUTHOR = "Hong, Y. and Shi, Y. and Styner, M. and Sanchez, M. and Niethammer, M.",
        TITLE = "Simple Geodesic Regression for Image Time-Series",
        BOOKTITLE = WBIR12,
        YEAR = "2012",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106779"}

@inproceedings{bb110426,
        AUTHOR = "Kramer, O.",
        TITLE = "On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression",
        BOOKTITLE = EvoIASP12,
        YEAR = "2012",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106780"}

@inproceedings{bb110427,
        AUTHOR = "Mitra, K. and Veeraraghavan, A. and Chellappa, R.",
        TITLE = "Robust RVM regression using sparse outlier model",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1887-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106781"}

@inproceedings{bb110428,
        AUTHOR = "Yang, G. and Xu, X. and Jin, H.X.",
        TITLE = "Semi-Supervised Regression via Local Block Coordinate",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106782"}

@inproceedings{bb110429,
        AUTHOR = "Ding, L. and Bai, X.L.",
        TITLE = "Adaptive Laplacian eigenfunctions as bases for regression analysis",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT106783"}

@article{bb110430,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Performance vs computational efficiency for optimizing single and
dynamic MRFs: Setting the state of the art with primal-dual strategies",
        JOURNAL = CVIU,
        VOLUME = "112",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "14-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106784"}

@inproceedings{bb110431,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Fast, Approximately Optimal Solutions for Single and Dynamic MRFs",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106785"}

@inproceedings{bb110432,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Optimization via Dual Decomposition: Message-Passing Revisited",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106786"}

@article{bb110433,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Energy Minimization and Beyond via Dual Decomposition",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "531-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106787"}

@inproceedings{bb110434,
        AUTHOR = "Komodakis, N.",
        TITLE = "Efficient training for pairwise or higher order CRFs via dual
decomposition",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1841-1848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106788"}

@inproceedings{bb110435,
        AUTHOR = "Komodakis, N.",
        TITLE = "Learning to cluster using high order graphical models with latent
variables",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "73-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106789"}

@inproceedings{bb110436,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond pairwise energies: Efficient optimization for higher-order MRFs",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2985-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106790"}

@inproceedings{bb110437,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 806-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106791"}

@inproceedings{bb110438,
        AUTHOR = "Komodakis, N.",
        TITLE = "Towards More Efficient and Effective LP-Based Algorithms for MRF
Optimization",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 520-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106792"}

@article{bb110439,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Global Interactions In Random Field Models:
A Potential Function Ensuring Connectedness",
        JOURNAL = SIIMS,
        VOLUME = "3",
        YEAR = "2010",
        NUMBER = "4",
        PAGES = "1048-1074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106793"}

@inproceedings{bb110440,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Global connectivity potentials for random field models",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "818-825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106794"}

@article{bb110441,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "A novel MAP-MRF approach for multispectral image contextual
classification using combination of suboptimal iterative algorithms",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1795-1808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106795"}

@inproceedings{bb110442,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "On the asymptotic variances of Gaussian Markov Random Field model
hyperparameters in stochastic image modeling",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106796"}

@inproceedings{bb110443,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "A novel pseudo-likelihood equation for Potts MRF model parameter
estimation in image analysis",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1828-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106797"}

@inproceedings{bb110444,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "Improving Potts MRF model parameter estimation using higher-order
neighborhood systems on stochastic image modeling",
        BOOKTITLE = WSSIP08,
        YEAR = "2008",
        PAGES = "385-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106798"}

@article{bb110445,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "A hybrid approach for MRF optimization problems: Combination of
stochastic sampling and deterministic algorithms",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1623-1637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106799"}

@inproceedings{bb110446,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Continuous Markov Random Field Optimization Using Fusion Move Driven
Markov Chain Monte Carlo Technique",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1364-1367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106800"}

@inproceedings{bb110447,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Markov Chain Monte Carlo combined with deterministic methods for Markov
random field optimization",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1406-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106801"}

@inproceedings{bb110448,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "MRF optimization by graph approximation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1063-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106802"}

@inproceedings{bb110449,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Scanline Sampler without Detailed Balance:
An Efficient MCMC for MRF Optimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1354-1361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106803"}

@article{bb110450,
        AUTHOR = "Lai, M.J. and Yin, W.T.",
        TITLE = "Augmented L_1 and Nuclear-Norm Models with a Globally Linearly
Convergent Algorithm",
        JOURNAL = SIIMS,
        VOLUME = "6",
        YEAR = "2013",
        NUMBER = "2",
        PAGES = "1059-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106804"}

@article{bb110451,
        AUTHOR = "Fritsche, C. and Orguner, U. and Svensson, L. and Gustafsson, F.",
        TITLE = "The Marginal Enumeration Bayesian Cramer-Rao Bound for
Jump Markov Systems",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "464-468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106805"}

@article{bb110452,
        AUTHOR = "Fritsche, C. and Gustafsson, F.",
        TITLE = "The Marginal Bayesian Cramer-Rao Bound for Jump Markov Systems",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "575-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106806"}

@article{bb110453,
        AUTHOR = "Jiang, X.Y. and Wu, F. and Zhang, Y. and Tang, S.L. and Lu, W.M. and Zhuang, Y.T.",
        TITLE = "The classification of multi-modal data with hidden conditional random
field",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106807"}

@article{bb110454,
        AUTHOR = "Lu, C.Y. and Lin, Z.C. and Yan, S.C.",
        TITLE = "Smoothed Low Rank and Sparse Matrix Recovery by Iteratively
Reweighted Least Squares Minimization",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "646-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106808"}

@article{bb110455,
        AUTHOR = "Lu, C.Y. and Tang, J.H. and Yan, S.C. and Lin, Z.C.",
        TITLE = "Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted
Nuclear Norm",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "829-839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106809"}

@inproceedings{bb110456,
        AUTHOR = "Lu, C.Y. and Tang, J.H. and Yan, S.C. and Lin, Z.C.",
        TITLE = "Generalized Nonconvex Nonsmooth Low-Rank Minimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "4130-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106810"}

@article{bb110457,
        AUTHOR = "Lu, P. and Peng, X.J. and Zhu, X.S. and Li, R.F.",
        TITLE = "Finding more relevance:
Propagating similarity on Markov random field for object retrieval",
        JOURNAL = SP:IC,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "54-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106811"}

@article{bb110458,
        AUTHOR = "Song, D.J. and Liu, W. and Zhou, T.Y. and Tao, D.C. and Meyer, D.A.",
        TITLE = "Efficient Robust Conditional Random Fields",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3124-3136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106812"}

@article{bb110459,
        AUTHOR = "Bousmalis, K. and Zafeiriou, S.P. and Morency, L. and Pantic, M. and Ghahramani, Z.",
        TITLE = "Variational Infinite Hidden Conditional Random Fields",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1917-1929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106813"}

@article{bb110460,
        AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.",
        TITLE = "Higher-order segmentation via multicuts",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "104-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106814"}

@inproceedings{bb110461,
        AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.",
        TITLE = "Towards Efficient and Exact MAP-Inference for Large Scale Discrete
Computer Vision Problems via Combinatorial Optimization",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1752-1758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106815"}

@article{bb110462,
        AUTHOR = "Zivkovic, Z.",
        TITLE = "Gentle ICM energy minimization for Markov random fields with
smoothness-based priors",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "235-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106816"}

@article{bb110463,
        AUTHOR = "Khandelwal, D. and Bhatia, K. and Arora, C. and Singla, P.",
        TITLE = "Lazy Generic Cuts",
        JOURNAL = CVIU,
        VOLUME = "143",
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        NUMBER = "1",
        PAGES = "80-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106817"}

@article{bb110464,
        AUTHOR = "Ha, J. and Jeong, H.",
        TITLE = "A fast scanning based message receiving method on four directed
acyclic subgraphs",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "161-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106818"}

@article{bb110465,
        AUTHOR = "Nguyen, L.V. and Kodagoda, S. and Ranasinghe, R.",
        TITLE = "Spatial Sensor Selection via Gaussian Markov Random Fields",
        JOURNAL = SMCS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1226-1239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106819"}

@article{bb110466,
        AUTHOR = "Hovhannisyan, V. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "MAGMA: Multilevel Accelerated Gradient Mirror Descent Algorithm for
Large-Scale Convex Composite Minimization",
        JOURNAL = SIIMS,
        VOLUME = "9",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "1829-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106820"}

@inproceedings{bb110467,
        AUTHOR = "Luong, D.V.N. and Parpas, P. and Rueckert, D. and Rustem, B.",
        TITLE = "Solving MRF Minimization by Mirror Descent",
        BOOKTITLE = ISVC12,
        YEAR = "2012",
        PAGES = "I: 587-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106821"}

@article{bb110468,
        AUTHOR = "Franca, G. and Bento, J.",
        TITLE = "Markov Chain Lifting and Distributed ADMM",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "294-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106822"}

@article{bb110469,
        AUTHOR = "Llorente, F. and Martino, L. and Delgado, D.",
        TITLE = "Parallel Metropolis-Hastings Coupler",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "953-957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106823"}

@article{bb110470,
        AUTHOR = "Huang, X. and Xu, S. and Zhang, C. and Zhang, J.",
        TITLE = "Robust CP Tensor Factorization With Skew Noise",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "785-789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106824"}

@article{bb110471,
        AUTHOR = "Yang, X. and Liu, Z.Y.",
        TITLE = "A Doubly Graduated Method for Inference in Markov Random Field",
        JOURNAL = SIIMS,
        VOLUME = "14",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "1354-1373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106825"}

@inproceedings{bb110472,
        AUTHOR = "Wang, Z.H. and Liu, T. and Shi, Q.F. and Kumar, M.P. and Zhang, J.H.",
        TITLE = "New Convex Relaxations for MRF Inference With Unknown Graphs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9934-9942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106826"}

@inproceedings{bb110473,
        AUTHOR = "Domokos, C. and Schmidt, F.R. and Cremers, D.",
        TITLE = "MRF Optimization with Separable Convex Prior on Partially Ordered
Labels",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 341-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106827"}

@inproceedings{bb110474,
        AUTHOR = "Khandelwal, D. and Singla, P. and Arora, C.",
        TITLE = "Learning Higher Order Potentials for MRFs",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "812-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106828"}

@inproceedings{bb110475,
        AUTHOR = "Xie, J.W. and Xu, Y.F. and Nijkamp, E. and Wu, Y.N. and Zhu, S.C.",
        TITLE = "Generative Hierarchical Learning of Sparse FRAME Models",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1933-1941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106829"}

@inproceedings{bb110476,
        AUTHOR = "Pagnozzi, A.M. and Dowson, N. and Bradley, A.P. and Boyd, R.N. and Bourgeat, P. and Rose, S.",
        TITLE = "Expectation-Maximization with Image-Weighted Markov Random Fields to
Handle Severe Pathology",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106830"}

@inproceedings{bb110477,
        AUTHOR = "Meir, O. and Galun, M. and Yagev, S. and Basri, R. and Yavneh, I.",
        TITLE = "A Multiscale Variable-Grouping Framework for MRF Energy Minimization",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1805-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106831"}

@inproceedings{bb110478,
        AUTHOR = "Li, Y. and Min, D. and Brown, M.S. and Do, M.N. and Lu, J.",
        TITLE = "SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4006-4014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106832"}

@inproceedings{bb110479,
        AUTHOR = "Ahmed, F. and Tarlow, D. and Batra, D.",
        TITLE = "Optimizing Expected Intersection-Over-Union with
Candidate-Constrained CRFs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1850-1858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106833"}

@inproceedings{bb110480,
        AUTHOR = "Ha, J.M. and Jeon, B. and Jeon, J. and Jo, S.Y. and Jeong, H.",
        TITLE = "Cost aggregation table: A theoretic derivation on the Markov random
field and its relation to message passing",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2224-2228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106834"}

@inproceedings{bb110481,
        AUTHOR = "Sun, Q. and Laddha, A. and Batra, D.",
        TITLE = "Active learning for structured probabilistic models with histogram
approximation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3612-3621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106835"}

@inproceedings{bb110482,
        AUTHOR = "Wang, Z.H. and Zhang, Z.Y. and Geng, N.",
        TITLE = "A Message Passing Algorithm for MRF Inference with Unknown Graphs and
Its Applications",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "IV: 288-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106836"}

@inproceedings{bb110483,
        AUTHOR = "Wang, J.Y. and Yeung, S.K.",
        TITLE = "A Compact Linear Programming Relaxation for Binary Sub-modular MRF",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "29-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106837"}

@inproceedings{bb110484,
        AUTHOR = "Husain, F. and Dellen, L. and Torras, C.",
        TITLE = "Recognizing Point Clouds Using Conditional Random Fields",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4257-4262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106838"}

@inproceedings{bb110485,
        AUTHOR = "Drory, A. and Haubold, C. and Avidan, S. and Hamprecht, F.A.",
        TITLE = "Semi-Global Matching:
A Principled Derivation in Terms of Message Passing",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "43-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106839"}

@inproceedings{bb110486,
        AUTHOR = "Shekhovtsov, A.",
        TITLE = "Maximum Persistency in Energy Minimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1162-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106840"}

@inproceedings{bb110487,
        AUTHOR = "Savchynskyy, B. and Schmidt, S.",
        TITLE = "Getting Feasible Variable Estimates from Infeasible Ones:
MRF Local Polytope Study",
        BOOKTITLE = PGMs13,
        YEAR = "2013",
        PAGES = "267-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106841"}

@inproceedings{bb110488,
        AUTHOR = "Turmukhambetov, D. and Campbell, N.D.F. and Prince, S.J.D. and Kautz, J.",
        TITLE = "Modeling object appearance using Context-Conditioned Component
Analysis",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4156-4164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106842"}

@inproceedings{bb110489,
        AUTHOR = "Campbell, N.D.F. and Subr, K. and Kautz, J.",
        TITLE = "Fully-Connected CRFs with Non-Parametric Pairwise Potential",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1658-1665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106843"}

@inproceedings{bb110490,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
        TITLE = "Discrete MRF Inference of Marginal Densities for Non-uniformly
Discretized Variable Space",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106844"}

@inproceedings{bb110491,
        AUTHOR = "Nasihatkon, B. and Hartley, R.I.",
        TITLE = "Move-Based Algorithms for the Optimization of an Isotropic Gradient MRF
Model",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106845"}

@inproceedings{bb110492,
        AUTHOR = "Schelten, K. and Roth, S.",
        TITLE = "Mean Field for Continuous High-order MRFs",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "52-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106846"}

@inproceedings{bb110493,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
        TITLE = "Application of the mean field methods to MRF optimization in computer
vision",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1680-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106847"}

@inproceedings{bb110494,
        AUTHOR = "Zheng, Y. and Chen, P. and Cao, J.Z.",
        TITLE = "MAP-MRF inference based on extended junction tree representation",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1696-1703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106848"}

@inproceedings{bb110495,
        AUTHOR = "Vineet, V. and Warrell, J. and Torr, P.H.S.",
        TITLE = "A tiered move-making algorithm for general pairwise MRFs",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1632-1639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106849"}

@inproceedings{bb110496,
        AUTHOR = "Kwon, D.J. and Lee, K.J. and Yun, I.D. and Lee, S.U.",
        TITLE = "Solving MRFs with Higher-Order Smoothness Priors Using Hierarchical
Gradient Nodes",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "I: 121-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106850"}

@inproceedings{bb110497,
        AUTHOR = "Gallagher, A.C. and Batra, D. and Parikh, D.",
        TITLE = "Inference for order reduction in Markov random fields",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1857-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106851"}

@inproceedings{bb110498,
        AUTHOR = "Batra, D. and Gallagher, A.C. and Parikh, D. and Chen, T.H.",
        TITLE = "Beyond trees: MRF inference via outer-planar decomposition",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2496-2503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106852"}

@inproceedings{bb110499,
        AUTHOR = "Zach, C. and Niethammer, M. and Frahm, J.M.",
        TITLE = "Continuous maximal flows and Wulff shapes: Application to MRFs",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT106853"}

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