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        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "An ensemble-based semi-supervised feature ranking for multi-target
regression problems",
        JOURNAL = PRL,
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@article{bb107401,
        AUTHOR = "Fallah Tehrani, A.",
        TITLE = "Heuristics-Based Learning Approach for Choquistic Regression Models",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "137-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103821"}

@article{bb107402,
        AUTHOR = "Woodbridge, Y. and Elidan, G. and Wiesel, A.",
        TITLE = "Convex Nonparanormal Regression",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1680-1684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103822"}

@article{bb107403,
        AUTHOR = "Messoudi, S. and Destercke, S. and Rousseau, S.",
        TITLE = "Copula-based conformal prediction for multi-target regression",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
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@article{bb107404,
        AUTHOR = "Wang, Z. and Nie, F.P. and Zhang, C. and Wang, R. and Li, X.L.",
        TITLE = "Joint nonlinear feature selection and continuous values regression
network",
        JOURNAL = PRL,
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        YEAR = "2021",
        PAGES = "197-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103824"}

@article{bb107405,
        AUTHOR = "Qiao, X.T. and Zheng, Q.L. and Cao, Y. and Lau, R.W.H.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "504-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103825"}

@article{bb107406,
        AUTHOR = "Lau, R.W.H. and Cao, Y. and Zheng, Q.L. and Qiao, X.T.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "883-883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103825"}

@article{bb107407,
        AUTHOR = "Shin, H.Y. and Oh, H.S.",
        TITLE = "Robust Geodesic Regression",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "478-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103826"}

@article{bb107408,
        AUTHOR = "Zhou, Q. and Zhu, Z. and Xian, G. and Li, C.C.",
        TITLE = "A novel regression method for harmonic analysis of time series",
        JOURNAL = PandRS,
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        YEAR = "2022",
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@article{bb107409,
        AUTHOR = "Park, C. and Borth, D.J. and Wilson, N.S. and Hunter, C.N. and Friedersdorf, F.J.",
        TITLE = "Robust Gaussian process regression with a bias model",
        JOURNAL = PR,
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103828"}

@article{bb107410,
        AUTHOR = "Zhang, C. and Li, H.X. and Chen, C.L. and Qian, Y.H. and Zhou, X.Z.",
        TITLE = "Enhanced Group Sparse Regularized Nonconvex Regression for Face
Recognition",
        JOURNAL = PAMI,
        VOLUME = "44",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "2438-2452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103829"}

@article{bb107411,
        AUTHOR = "Johansson, U. and Sonstrod, C. and Lofstrom, T. and Bostrom, H.",
        TITLE = "Rule extraction with guarantees from regression models",
        JOURNAL = PR,
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@article{bb107412,
        AUTHOR = "Fradi, A. and Samir, C. and Braga, J. and Joshi, S.H. and Loubes, J.M.",
        TITLE = "Nonparametric Bayesian Regression and Classification on Manifolds,
With Applications to 3D Cochlear Shapes",
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        YEAR = "2022",
        PAGES = "2598-2607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103831"}

@article{bb107413,
        AUTHOR = "Lv, X. and Cui, W. and Liu, Y.L.",
        TITLE = "A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation
via Alternating Projected Gradient Descent",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        NUMBER = "2022",
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@article{bb107414,
        AUTHOR = "Chen, H.Y. and Kong, L.C. and Li, Y.",
        TITLE = "Nonconvex clustering via L0 fusion penalized regression",
        JOURNAL = PR,
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@article{bb107415,
        AUTHOR = "Wang, D. and Wang, P. and Wang, C. and Wang, P.P.",
        TITLE = "Calibrating probabilistic predictions of quantile regression forests
with conformal predictive systems",
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@article{bb107416,
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        TITLE = "Iterative ridge regression using the aggregating algorithm",
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@article{bb107417,
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@article{bb107418,
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        TITLE = "A Safe Feature Elimination Rule for L_1-Regularized Logistic
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@article{bb107419,
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for image classification",
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@article{bb107420,
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        TITLE = "L_1-Norm Quantile Regression Screening Rule via the Dual
Circumscribed Sphere",
        JOURNAL = PAMI,
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@article{bb107421,
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        TITLE = "A Logistic Regression Approach to Field Estimation Using Binary
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@article{bb107422,
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        TITLE = "Heatmap Regression via Randomized Rounding",
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@article{bb107423,
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        AUTHOR = "Chen, J.Y. and Yin, Y. and Birdal, T. and Chen, B.Q. and Guibas, L.J. and Wang, H.",
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@inproceedings{bb107425,
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@inproceedings{bb107426,
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@inproceedings{bb107427,
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@inproceedings{bb107428,
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@inproceedings{bb107429,
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@inproceedings{bb107430,
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@inproceedings{bb107431,
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@inproceedings{bb107432,
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@inproceedings{bb107433,
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@inproceedings{bb107434,
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@inproceedings{bb107435,
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@inproceedings{bb107436,
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@inproceedings{bb107437,
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        TITLE = "Deep transformation models: Tackling complex regression problems with
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@inproceedings{bb107438,
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@inproceedings{bb107439,
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@inproceedings{bb107440,
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@inproceedings{bb107441,
        AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Bhat, G. and Schon, T.B.",
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@inproceedings{bb107442,
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        TITLE = "Self-paced Deep Regression Forests with Consideration on
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@inproceedings{bb107443,
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@inproceedings{bb107444,
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@inproceedings{bb107445,
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@inproceedings{bb107446,
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@inproceedings{bb107447,
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@inproceedings{bb107448,
        AUTHOR = "Wen, J. and Fei, L. and Lai, Z. and Zhang, Z. and Wu, J. and Fang, X.",
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@inproceedings{bb107449,
        AUTHOR = "Schreiter, C. and Sun, J. and Schelkens, P.",
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@inproceedings{bb107450,
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@inproceedings{bb107451,
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@inproceedings{bb107452,
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@inproceedings{bb107453,
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@inproceedings{bb107454,
        AUTHOR = "Muralidharan, P. and Hinkle, J. and Fletcher, P.T.",
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riemannian manifolds",
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@inproceedings{bb107455,
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@inproceedings{bb107456,
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@inproceedings{bb107457,
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problems",
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@inproceedings{bb107458,
        AUTHOR = "Luo, L. and Tu, Q.H. and Yang, J. and Zhang, Y.G.",
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@inproceedings{bb107459,
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@inproceedings{bb107460,
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@inproceedings{bb107461,
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@inproceedings{bb107462,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103881"}

@inproceedings{bb107463,
        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#TT103882"}

@inproceedings{bb107464,
        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#TT103883"}

@inproceedings{bb107465,
        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#TT103884"}

@inproceedings{bb107466,
        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#TT103885"}

@inproceedings{bb107467,
        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#TT103886"}

@inproceedings{bb107468,
        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#TT103887"}

@inproceedings{bb107469,
        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#TT103888"}

@inproceedings{bb107470,
        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#TT103889"}

@inproceedings{bb107471,
        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#TT103890"}

@inproceedings{bb107472,
        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#TT103891"}

@inproceedings{bb107473,
        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#TT103892"}

@inproceedings{bb107474,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT103893"}

@inproceedings{bb107475,
        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#TT103894"}

@inproceedings{bb107476,
        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#TT103895"}

@inproceedings{bb107477,
        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#TT103896"}

@inproceedings{bb107478,
        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#TT103897"}

@inproceedings{bb107479,
        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#TT103898"}

@inproceedings{bb107480,
        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#TT103899"}

@inproceedings{bb107481,
        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#TT103900"}

@article{bb107482,
        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#TT103901"}

@inproceedings{bb107483,
        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#TT103902"}

@inproceedings{bb107484,
        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#TT103903"}

@article{bb107485,
        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#TT103904"}

@inproceedings{bb107486,
        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#TT103905"}

@inproceedings{bb107487,
        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#TT103906"}

@inproceedings{bb107488,
        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#TT103907"}

@inproceedings{bb107489,
        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#TT103908"}

@inproceedings{bb107490,
        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#TT103909"}

@article{bb107491,
        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,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1301-1309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT103910"}

@article{bb107492,
        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#TT103911"}

@inproceedings{bb107493,
        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#TT103912"}

@article{bb107494,
        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#TT103913"}

@inproceedings{bb107495,
        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#TT103914"}

@inproceedings{bb107496,
        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#TT103915"}

@inproceedings{bb107497,
        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#TT103916"}

@article{bb107498,
        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#TT103917"}

@inproceedings{bb107499,
        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#TT103918"}

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