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@inproceedings{bb98401,
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@inproceedings{bb98402,
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        TITLE = "Semi-supervised multi-output image manifold regression",
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@inproceedings{bb98403,
        AUTHOR = "Berthoumieu, Y. and Bombrun, L. and Germain, C. and Said, S.",
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from Gaussian parametrization space",
        BOOKTITLE = ICIP17,
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@inproceedings{bb98404,
        AUTHOR = "Muralidharan, P. and Hinkle, J. and Fletcher, P.T.",
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riemannian manifolds",
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@inproceedings{bb98405,
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@inproceedings{bb98406,
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@inproceedings{bb98407,
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problems",
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@inproceedings{bb98408,
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@inproceedings{bb98409,
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@inproceedings{bb98410,
        AUTHOR = "Subramanian, S. and Rana, S. and Gupta, S. and Sivakumar, P.B. and Velayutham, C.S. and Venkateshc, S.",
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@inproceedings{bb98411,
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        TITLE = "Logistic Boosting Regression for Label Distribution Learning",
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@inproceedings{bb98412,
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        TITLE = "Pairwise Linear Regression Classification for Image Set Retrieval",
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@inproceedings{bb98413,
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        TITLE = "A Nonlinear Regression Technique for Manifold Valued Data with
Applications to Medical Image Analysis",
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@inproceedings{bb98414,
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        TITLE = "Learning to Learn:
Model Regression Networks for Easy Small Sample Learning",
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@inproceedings{bb98415,
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@inproceedings{bb98416,
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        TITLE = "Adaptive Sparse Bayesian Regression with Variational Inference for
Parameter Estimation",
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@inproceedings{bb98417,
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@inproceedings{bb98418,
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@inproceedings{bb98419,
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@inproceedings{bb98421,
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accuracy by following a frame-level regression approach",
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@inproceedings{bb98422,
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@inproceedings{bb98425,
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@inproceedings{bb98426,
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        AUTHOR = "Hong, Y. and Shi, Y. and Styner, M. and Sanchez, M. and Niethammer, M.",
        TITLE = "Simple Geodesic Regression for Image Time-Series",
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@inproceedings{bb98428,
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@inproceedings{bb98429,
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@inproceedings{bb98430,
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        TITLE = "Semi-Supervised Regression via Local Block Coordinate",
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@inproceedings{bb98431,
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        TITLE = "Adaptive Laplacian eigenfunctions as bases for regression analysis",
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@article{bb98432,
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        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",
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        MONTH = "October",
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@inproceedings{bb98433,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Fast, Approximately Optimal Solutions for Single and Dynamic MRFs",
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        YEAR = "2007",
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@inproceedings{bb98434,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Optimization via Dual Decomposition: Message-Passing Revisited",
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@article{bb98435,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Energy Minimization and Beyond via Dual Decomposition",
        JOURNAL = PAMI,
        VOLUME = "33",
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        NUMBER = "3",
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        PAGES = "531-552",
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@inproceedings{bb98436,
        AUTHOR = "Komodakis, N.",
        TITLE = "Efficient training for pairwise or higher order CRFs via dual
decomposition",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1841-1848",
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@inproceedings{bb98437,
        AUTHOR = "Komodakis, N.",
        TITLE = "Learning to cluster using high order graphical models with latent
variables",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "73-80",
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@inproceedings{bb98438,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond pairwise energies: Efficient optimization for higher-order MRFs",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2985-2992",
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@inproceedings{bb98439,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 806-820",
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@inproceedings{bb98440,
        AUTHOR = "Komodakis, N.",
        TITLE = "Towards More Efficient and Effective LP-Based Algorithms for MRF
Optimization",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 520-534",
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@article{bb98441,
        AUTHOR = "Huda, S. and Yearwood, J. and Togneri, R.",
        TITLE = "A stochastic version of Expectation Maximization algorithm for better
estimation of Hidden Markov Model",
        JOURNAL = PRL,
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        YEAR = "2009",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1301-1309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95004"}

@article{bb98442,
        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#TT95005"}

@inproceedings{bb98443,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Global connectivity potentials for random field models",
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        YEAR = "2009",
        PAGES = "818-825",
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@article{bb98444,
        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",
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        MONTH = "October",
        PAGES = "1795-1808",
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@inproceedings{bb98445,
        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",
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        YEAR = "2008",
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@inproceedings{bb98446,
        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",
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        YEAR = "2008",
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        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",
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@article{bb98448,
        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,
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        MONTH = "December",
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@inproceedings{bb98449,
        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",
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@inproceedings{bb98450,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Markov Chain Monte Carlo combined with deterministic methods for Markov
random field optimization",
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        YEAR = "2009",
        PAGES = "1406-1413",
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        TITLE = "MRF optimization by graph approximation",
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@inproceedings{bb98452,
        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",
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@article{bb98453,
        AUTHOR = "Zhu, H. and He, Z.S. and Leung, H.",
        TITLE = "Simultaneous Feature and Model Selection for Continuous Hidden Markov
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        JOURNAL = SPLetters,
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@article{bb98454,
        AUTHOR = "Perduca, V. and Nuel, G.",
        TITLE = "Measuring the Influence of Observations in HMMs Through the
Kullback-Leibler Distance",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
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@article{bb98455,
        AUTHOR = "Henter, G.E. and Kleijn, W.B.",
        TITLE = "Picking up the pieces:
Causal states in noisy data, and how to recover them",
        JOURNAL = PRL,
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        NUMBER = "5",
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@article{bb98456,
        AUTHOR = "Henter, G.E. and Kleijn, W.B.",
        TITLE = "Minimum Entropy Rate Simplification of Stochastic Processes",
        JOURNAL = PAMI,
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@article{bb98457,
        AUTHOR = "Lai, M.J. and Yin, W.T.",
        TITLE = "Augmented L_1 and Nuclear-Norm Models with a Globally Linearly
Convergent Algorithm",
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        YEAR = "2013",
        NUMBER = "2",
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@article{bb98458,
        AUTHOR = "Fritsche, C. and Orguner, U. and Svensson, L. and Gustafsson, F.",
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Jump Markov Systems",
        JOURNAL = SPLetters,
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        NUMBER = "4",
        MONTH = "April",
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@article{bb98459,
        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",
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@article{bb98460,
        AUTHOR = "Jiang, X.Y. and Wu, F. and Zhang, Y. and Tang, S.L. and Lu, W.M. and Zhuang, Y.T.",
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        YEAR = "2015",
        NUMBER = "1",
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@article{bb98461,
        AUTHOR = "Lu, C. and Lin, Z.C. and Yan, S.C.",
        TITLE = "Smoothed Low Rank and Sparse Matrix Recovery by Iteratively
Reweighted Least Squares Minimization",
        JOURNAL = IP,
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        MONTH = "February",
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@article{bb98462,
        AUTHOR = "Lu, C. 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,
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@article{bb98464,
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        TITLE = "Finding more relevance:
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@article{bb98465,
        AUTHOR = "Song, D.J. and Liu, W. and Zhou, T. and Tao, D.C. and Meyer, D.A.",
        TITLE = "Efficient Robust Conditional Random Fields",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95028"}

@article{bb98466,
        AUTHOR = "Bousmalis, K. and Zafeiriou, S.P. and Morency, L. and Pantic, M. and Ghahramani, Z.",
        TITLE = "Variational Infinite Hidden Conditional Random Fields",
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        MONTH = "September",
        PAGES = "1917-1929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95029"}

@article{bb98467,
        AUTHOR = "Lindberg, D.V. and Omre, H.",
        TITLE = "Inference of the Transition Matrix in Convolved Hidden Markov Models
and the Generalized Baum-Welch Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6443-6456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95030"}

@article{bb98468,
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        TITLE = "Higher-order segmentation via multicuts",
        JOURNAL = CVIU,
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        NUMBER = "1",
        PAGES = "104-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95031"}

@inproceedings{bb98469,
        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,
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        PAGES = "1752-1758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95032"}

@article{bb98470,
        AUTHOR = "Zivkovic, Z.",
        TITLE = "Gentle ICM energy minimization for Markov random fields with
smoothness-based priors",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
        YEAR = "2016",
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        MONTH = "January",
        PAGES = "235-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95033"}

@article{bb98471,
        AUTHOR = "Khandelwal, D. and Bhatia, K. and Arora, C. and Singla, P.",
        TITLE = "Lazy Generic Cuts",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95034"}

@article{bb98472,
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        TITLE = "A fast scanning based message receiving method on four directed
acyclic subgraphs",
        JOURNAL = JVCIR,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95035"}

@article{bb98473,
        AUTHOR = "Lemeire, J. and Cartella, F.",
        TITLE = "The Forward Procedure for HSMMs based on Expected Duration",
        JOURNAL = SPLetters,
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        NUMBER = "8",
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        PAGES = "1116-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95036"}

@article{bb98474,
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        TITLE = "Infinite Factorial Unbounded-State Hidden Markov Model",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95037"}

@article{bb98475,
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        TITLE = "Spatial Sensor Selection via Gaussian Markov Random Fields",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95038"}

@article{bb98476,
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        TITLE = "MAGMA: Multilevel Accelerated Gradient Mirror Descent Algorithm for
Large-Scale Convex Composite Minimization",
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        NUMBER = "4",
        PAGES = "1829-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95039"}

@inproceedings{bb98477,
        AUTHOR = "Luong, D.V.N. and Parpas, P. and Rueckert, D. and Rustem, B.",
        TITLE = "Solving MRF Minimization by Mirror Descent",
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        PAGES = "I: 587-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95040"}

@article{bb98478,
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        TITLE = "Markov Chain Lifting and Distributed ADMM",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95041"}

@article{bb98479,
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@article{bb98480,
        AUTHOR = "Huang, X. and Xu, S. and Zhang, C. and Zhang, J.",
        TITLE = "Robust CP Tensor Factorization With Skew Noise",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95043"}

@inproceedings{bb98481,
        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#TT95044"}

@inproceedings{bb98482,
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        TITLE = "MRF Optimization with Separable Convex Prior on Partially Ordered
Labels",
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        YEAR = "2018",
        PAGES = "VIII: 341-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95045"}

@inproceedings{bb98483,
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@inproceedings{bb98484,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95047"}

@inproceedings{bb98485,
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        TITLE = "Expectation-Maximization with Image-Weighted Markov Random Fields to
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@inproceedings{bb98486,
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        TITLE = "A Multiscale Variable-Grouping Framework for MRF Energy Minimization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95049"}

@inproceedings{bb98487,
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        TITLE = "SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs",
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@inproceedings{bb98488,
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Candidate-Constrained CRFs",
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@inproceedings{bb98489,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT95052"}

@inproceedings{bb98490,
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@inproceedings{bb98491,
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@inproceedings{bb98492,
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        TITLE = "A Compact Linear Programming Relaxation for Binary Sub-modular MRF",
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@inproceedings{bb98493,
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@inproceedings{bb98494,
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@inproceedings{bb98495,
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@inproceedings{bb98496,
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MRF Local Polytope Study",
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@inproceedings{bb98497,
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@inproceedings{bb98498,
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@inproceedings{bb98499,
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Last update:May 2, 2021 at 12:04:43