@inproceedings{bb123700,
        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#TT119907"}

@inproceedings{bb123701,
        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#TT119908"}

@inproceedings{bb123702,
        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#TT119909"}

@inproceedings{bb123703,
        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#TT119910"}

@inproceedings{bb123704,
        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#TT119911"}

@inproceedings{bb123705,
        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#TT119912"}

@inproceedings{bb123706,
        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#TT119913"}

@inproceedings{bb123707,
        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#TT119914"}

@inproceedings{bb123708,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT119915"}

@inproceedings{bb123709,
        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#TT119916"}

@inproceedings{bb123710,
        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#TT119917"}

@inproceedings{bb123711,
        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#TT119918"}

@inproceedings{bb123712,
        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#TT119919"}

@inproceedings{bb123713,
        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#TT119920"}

@inproceedings{bb123714,
        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#TT119921"}

@article{bb123715,
        AUTHOR = "Verbeek, J.J. and Vlassis, N.",
        TITLE = "Gaussian fields for semi-supervised regression and correspondence
learning",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1864-1875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119922"}

@article{bb123716,
        AUTHOR = "Ng, M.K. and Chan, E.Y. and So, M.M.C. and Ching, W.K.",
        TITLE = "A semi-supervised regression model for mixed numerical and categorical
variables",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1745-1752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119923"}

@article{bb123717,
        AUTHOR = "Zhao, M.B. and Zhan, C.J. and Wu, Z. and Tang, P.",
        TITLE = "Semi-Supervised Image Classification Based on Local and Global
Regression",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1666-1670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119924"}

@article{bb123718,
        AUTHOR = "Fazakis, N. and Karlos, S. and Kotsiantis, S. and Sgarbas, K.",
        TITLE = "A multi-scheme semi-supervised regression approach",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "758-765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119925"}

@article{bb123719,
        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "An ensemble-based semi-supervised feature ranking for multi-target
regression problems",
        JOURNAL = PRL,
        VOLUME = "148",
        YEAR = "2021",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119926"}

@article{bb123720,
        AUTHOR = "Bao, J.Q. and Kudo, M. and Kimura, K. and Sun, L.",
        TITLE = "Robust embedding regression for semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119927"}

@article{bb123721,
        AUTHOR = "Pan, Z.Y. and Cui, J.H. and Wang, K.W. and Wu, Y.Z. and Cao, Z.G.",
        TITLE = "Pseudo Label Fusion With Uncertainty Estimation for Semi-Supervised
Cropping Box Regression",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8157-8171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119928"}

@inproceedings{bb123722,
        AUTHOR = "Yin, Y. and Cai, Y.C. and Wang, H. and Chen, B.Q.",
        TITLE = "FisherMatch: Semi-Supervised Rotation Regression via Entropy-based
Filtering",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11154-11163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119929"}

@inproceedings{bb123723,
        AUTHOR = "Nitzan, Y. and Gal, R. and Brenner, O. and Cohen Or, D.",
        TITLE = "LARGE: Latent-Based Regression through GAN Semantics",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19217-19227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119930"}

@inproceedings{bb123724,
        AUTHOR = "Wang, Y.K. and Sun, X.W. and Fu, Y.W.",
        TITLE = "Scalable Penalized Regression for Noise Detection in Learning with
Noisy Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119931"}

@inproceedings{bb123725,
        AUTHOR = "Shukla, M.",
        TITLE = "Bayesian Uncertainty and Expected Gradient Length - Regression: Two
Sides Of The Same Coin?",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2021-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119932"}

@inproceedings{bb123726,
        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/match575semire2.html#TT119933"}

@inproceedings{bb123727,
        AUTHOR = "Xie, W.X. and Lu, Z.W. and Peng, Y.X. and Xiao, J.G.",
        TITLE = "Multimodal semi-supervised image classification by combining tag
refinement, graph-based learning and support vector regression",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4307-4311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119934"}

@inproceedings{bb123728,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Parametric dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1895-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119935"}

@inproceedings{bb123729,
        AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
        TITLE = "Dimensionality reduction by unsupervised regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575semire2.html#TT119936"}

@inproceedings{bb123730,
        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/match575semire2.html#TT119937"}

@article{bb123731,
        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#TT119938"}

@inproceedings{bb123732,
        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#TT119939"}

@inproceedings{bb123733,
        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#TT119940"}

@article{bb123734,
        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#TT119941"}

@inproceedings{bb123735,
        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#TT119942"}

@inproceedings{bb123736,
        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#TT119943"}

@inproceedings{bb123737,
        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#TT119944"}

@inproceedings{bb123738,
        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#TT119945"}

@inproceedings{bb123739,
        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#TT119946"}

@article{bb123740,
        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#TT119947"}

@inproceedings{bb123741,
        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#TT119948"}

@article{bb123742,
        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#TT119949"}

@inproceedings{bb123743,
        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#TT119950"}

@inproceedings{bb123744,
        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#TT119951"}

@inproceedings{bb123745,
        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#TT119952"}

@article{bb123746,
        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#TT119953"}

@inproceedings{bb123747,
        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#TT119954"}

@inproceedings{bb123748,
        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#TT119955"}

@inproceedings{bb123749,
        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#TT119956"}

@inproceedings{bb123750,
        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#TT119957"}

@article{bb123751,
        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#TT119958"}

@article{bb123752,
        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#TT119959"}

@article{bb123753,
        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#TT119960"}

@article{bb123754,
        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#TT119961"}

@article{bb123755,
        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#TT119962"}

@article{bb123756,
        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#TT119963"}

@inproceedings{bb123757,
        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#TT119964"}

@article{bb123758,
        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#TT119965"}

@article{bb123759,
        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#TT119966"}

@article{bb123760,
        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#TT119967"}

@article{bb123761,
        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#TT119968"}

@inproceedings{bb123762,
        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#TT119969"}

@article{bb123763,
        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#TT119970"}

@article{bb123764,
        AUTHOR = "Khandelwal, D. and Bhatia, K. and Arora, C. and Singla, P.",
        TITLE = "Lazy Generic Cuts",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "80-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT119971"}

@article{bb123765,
        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#TT119972"}

@article{bb123766,
        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#TT119973"}

@article{bb123767,
        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#TT119974"}

@inproceedings{bb123768,
        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#TT119975"}

@article{bb123769,
        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#TT119976"}

@article{bb123770,
        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#TT119977"}

@article{bb123771,
        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#TT119978"}

@article{bb123772,
        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#TT119979"}

@article{bb123773,
        AUTHOR = "Montalvao, J. and Bastos, G. and Sousa, R. and Gualberto, A.",
        TITLE = "On the representation of sparse stochastic matrices with state
embedding",
        JOURNAL = PRL,
        VOLUME = "193",
        YEAR = "2025",
        PAGES = "71-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT119980"}

@inproceedings{bb123774,
        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#TT119981"}

@inproceedings{bb123775,
        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#TT119982"}

@inproceedings{bb123776,
        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#TT119983"}

@inproceedings{bb123777,
        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#TT119984"}

@inproceedings{bb123778,
        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#TT119985"}

@inproceedings{bb123779,
        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#TT119986"}

@inproceedings{bb123780,
        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#TT119987"}

@inproceedings{bb123781,
        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#TT119988"}

@inproceedings{bb123782,
        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#TT119989"}

@inproceedings{bb123783,
        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#TT119990"}

@inproceedings{bb123784,
        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#TT119991"}

@inproceedings{bb123785,
        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#TT119992"}

@inproceedings{bb123786,
        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#TT119993"}

@inproceedings{bb123787,
        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#TT119994"}

@inproceedings{bb123788,
        AUTHOR = "Shekhovtsov, A.",
        TITLE = "Maximum Persistency in Energy Minimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1162-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT119995"}

@inproceedings{bb123789,
        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#TT119996"}

@inproceedings{bb123790,
        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#TT119997"}

@inproceedings{bb123791,
        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#TT119998"}

@inproceedings{bb123792,
        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#TT119999"}

@inproceedings{bb123793,
        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#TT120000"}

@inproceedings{bb123794,
        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#TT120001"}

@inproceedings{bb123795,
        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#TT120002"}

@inproceedings{bb123796,
        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#TT120003"}

@inproceedings{bb123797,
        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#TT120004"}

@inproceedings{bb123798,
        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#TT120005"}

@inproceedings{bb123799,
        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#TT120006"}

Last update:Jul 7, 2025 at 14:35:55