@article{bb114200,
        AUTHOR = "Gammelli, D. and Rolsted, K.P. and Pacino, D. and Rodrigues, F.",
        TITLE = "Generalized multi-output Gaussian process censored regression",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110485"}

@article{bb114201,
        AUTHOR = "Pan, X.L. and Xu, Y.T.",
        TITLE = "A Safe Feature Elimination Rule for L_1-Regularized Logistic
Regression",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4544-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110486"}

@article{bb114202,
        AUTHOR = "Meenakshi and Srirangarajan, S.",
        TITLE = "Twin relaxed least squares regression with classwise mean constraint
for image classification",
        JOURNAL = IVC,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "104506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110487"}

@article{bb114203,
        AUTHOR = "Shang, P. and Kong, L.C.",
        TITLE = "L_1-Norm Quantile Regression Screening Rule via the Dual
Circumscribed Sphere",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6254-6263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110488"}

@article{bb114204,
        AUTHOR = "Leong, A.S. and Zamani, M. and Shames, I.",
        TITLE = "A Logistic Regression Approach to Field Estimation Using Binary
Measurements",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1848-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110489"}

@article{bb114205,
        AUTHOR = "Yu, B. and Tao, D.C.",
        TITLE = "Heatmap Regression via Randomized Rounding",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8276-8289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110490"}

@article{bb114206,
        AUTHOR = "Li, T. and Ma, J.W.",
        TITLE = "Dirichlet process mixture of Gaussian process functional regressions
and its variational EM algorithm",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110491"}

@article{bb114207,
        AUTHOR = "Ilhan, E. and Turali, M.Y. and Kozat, S.S.",
        TITLE = "Gradient Boosting with Moving-Average Terms for Nonlinear Sequential
Regression",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1182-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110492"}

@article{bb114208,
        AUTHOR = "Zhang, H.M. and Qian, F. and Zhang, B. and Du, W.L. and Qian, J.J. and Yang, J.",
        TITLE = "Incorporating Linear Regression Problems Into an Adaptive Framework
With Feasible Optimizations",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "4041-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110493"}

@inproceedings{bb114209,
        AUTHOR = "Pintea, S.L. and Lin, Y. and Dijkstra, J. and van Gemert, J.C.",
        TITLE = "A step towards understanding why classification helps regression",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19915-19924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110494"}

@inproceedings{bb114210,
        AUTHOR = "Peng, L.Z. and Kummerle, C. and Vidal, R.",
        TITLE = "On the Convergence of IRLS and Its Variants in Outlier-Robust
Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "17808-17818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110495"}

@inproceedings{bb114211,
        AUTHOR = "Lu, Y.F. and Ma, J.Y. and Fang, L.Y. and Tian, X. and Jiang, J.J.",
        TITLE = "Robust and Scalable Gaussian Process Regression and Its Applications",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "21950-21959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110496"}

@inproceedings{bb114212,
        AUTHOR = "Liu, X.X. and Lin, C.T. and Zach, C.",
        TITLE = "Energy-based Models for Deep Probabilistic Regression",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2693-2699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110497"}

@inproceedings{bb114213,
        AUTHOR = "Chen, J.Y. and Yin, Y. and Birdal, T. and Chen, B.Q. and Guibas, L.J. and Wang, H.",
        TITLE = "Projective Manifold Gradient Layer for Deep Rotation Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "6636-6645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110498"}

@inproceedings{bb114214,
        AUTHOR = "Ren, J.W. and Zhang, M.Y. and Yu, C.J. and Liu, Z.W.",
        TITLE = "Balanced MSE for Imbalanced Visual Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7916-7925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110499"}

@inproceedings{bb114215,
        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/match575re1.html#TT110500"}

@inproceedings{bb114216,
        AUTHOR = "Gao, N. and Ziesche, H. and Vien, N.A. and Volpp, M. and Neumann, G.",
        TITLE = "What Matters For Meta-Learning Vision Regression Tasks?",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14756-14766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110501"}

@inproceedings{bb114217,
        AUTHOR = "Shin, N.H. and Lee, S.H. and Kim, C.S.",
        TITLE = "Moving Window Regression: A Novel Approach to Ordinal Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18739-18748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110502"}

@inproceedings{bb114218,
        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/match575re1.html#TT110503"}

@inproceedings{bb114219,
        AUTHOR = "Li, Q. and Wang, J.J. and Yao, Z.L. and Li, Y. and Yang, P. and Yan, J.W. and Wang, C. and Pu, S.L.",
        TITLE = "Unimodal-Concentrated Loss: Fully Adaptive Label Distribution
Learning for Ordinal Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20481-20490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110504"}

@inproceedings{bb114220,
        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/match575re1.html#TT110505"}

@inproceedings{bb114221,
        AUTHOR = "Li, F. and Fujiwara, K. and Okura, F. and Matsushita, Y.",
        TITLE = "Generalized Shuffled Linear Regression",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6454-6463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110506"}

@inproceedings{bb114222,
        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/match575re1.html#TT110507"}

@inproceedings{bb114223,
        AUTHOR = "Bregier, R.",
        TITLE = "Deep Regression on Manifolds: A 3D Rotation Case Study",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "166-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110508"}

@inproceedings{bb114224,
        AUTHOR = "Meyer, G.P.",
        TITLE = "An Alternative Probabilistic Interpretation of the Huber Loss",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5257-5265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110509"}

@inproceedings{bb114225,
        AUTHOR = "Li, W.H. and Huang, X.K. and Lu, J.W. and Feng, J.J. and Zhou, J.",
        TITLE = "Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware
Regression",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13891-13900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110510"}

@inproceedings{bb114226,
        AUTHOR = "Sick, B. and Hathorn, T. and Durr, O.",
        TITLE = "Deep transformation models: Tackling complex regression problems with
neural network based transformation models",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2476-2481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110511"}

@inproceedings{bb114227,
        AUTHOR = "Huang, M.",
        TITLE = "Theory and Implementation of linear regression",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "210-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110512"}

@inproceedings{bb114228,
        AUTHOR = "Hou, J. and Xue, L. and Zhou, Y.",
        TITLE = "A Mapping Data Prediction Algorithm based On Generalized Regression
Neural Network",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "301-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110513"}

@inproceedings{bb114229,
        AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Schon, T.B.",
        TITLE = "Accurate 3D Object Detection using Energy-Based Models",
        BOOKTITLE = WAD21,
        YEAR = "2021",
        PAGES = "2849-2858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110514"}

@inproceedings{bb114230,
        AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Bhat, G. and Schon, T.B.",
        TITLE = "Energy-based Models for Deep Probabilistic Regression",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:325-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110515"}

@inproceedings{bb114231,
        AUTHOR = "Pan, L.L. and Ai, S.J. and Ren, Y.Z. and Xu, Z.L.",
        TITLE = "Self-paced Deep Regression Forests with Consideration on
Underrepresented Examples",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 271-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110516"}

@inproceedings{bb114232,
        AUTHOR = "Liu, Y. and Wang, F. and Kong, W.A.",
        TITLE = "Probabilistic Deep Ordinal Regression Based on Gaussian Processes",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5300-5308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110517"}

@inproceedings{bb114233,
        AUTHOR = "Hwang, J.J. and Ke, T.W. and Shi, J.B. and Yu, S.X.",
        TITLE = "Adversarial Structure Matching for Structured Prediction Tasks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4051-4060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110518"}

@inproceedings{bb114234,
        AUTHOR = "Diaz, R. and Marathe, A.",
        TITLE = "Soft Labels for Ordinal Regression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4733-4742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110519"}

@inproceedings{bb114235,
        AUTHOR = "Ahn, K. and Tucker, J.D. and Wu, W. and Srivastava, A.",
        TITLE = "Elastic Handling of Predictor Phase in Functional Regression Models",
        BOOKTITLE = Diff-CVML18,
        YEAR = "2018",
        PAGES = "437-4377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110520"}

@inproceedings{bb114236,
        AUTHOR = "Mallasto, A. and Feragen, A.",
        TITLE = "Wrapped Gaussian Process Regression on Riemannian Manifolds",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5580-5588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110521"}

@inproceedings{bb114237,
        AUTHOR = "Wen, J. and Fei, L. and Lai, Z. and Zhang, Z. and Wu, J. and Fang, X.",
        TITLE = "Adaptive Locality Preserving based Discriminative Regression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "535-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110522"}

@inproceedings{bb114238,
        AUTHOR = "Schreiter, C. and Sun, J. and Schelkens, P.",
        TITLE = "Image Reconstruction with Smoothed Mixtures of Regressions",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "400-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110523"}

@inproceedings{bb114239,
        AUTHOR = "Martins, P. and Batista, I.J.",
        TITLE = "Simultaneous Cascaded Regression",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "181-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110524"}

@inproceedings{bb114240,
        AUTHOR = "Zhang, Z. and Zhong, Z. and Cui, J. and Fei, L.",
        TITLE = "Learning robust latent subspace for discriminative regression",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT110525"}

@inproceedings{bb114241,
        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#TT110526"}

@inproceedings{bb114242,
        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#TT110527"}

@inproceedings{bb114243,
        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#TT110528"}

@inproceedings{bb114244,
        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#TT110529"}

@inproceedings{bb114245,
        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#TT110530"}

@inproceedings{bb114246,
        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#TT110531"}

@inproceedings{bb114247,
        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#TT110532"}

@inproceedings{bb114248,
        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#TT110533"}

@inproceedings{bb114249,
        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",
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@inproceedings{bb114250,
        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#TT110535"}

@inproceedings{bb114251,
        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#TT110536"}

@inproceedings{bb114252,
        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#TT110537"}

@inproceedings{bb114253,
        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#TT110538"}

@inproceedings{bb114254,
        AUTHOR = "Robles Kelly, A.",
        TITLE = "Least-Squares Regression with Unitary Constraints for Network Behaviour
Classification",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "26-36",
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@inproceedings{bb114255,
        AUTHOR = "Koda, S.",
        TITLE = "Adaptive Sparse Bayesian Regression with Variational Inference for
Parameter Estimation",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
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@inproceedings{bb114256,
        AUTHOR = "Antonakos, E. and Snape, P. and Trigeorgis, G. and Zafeiriou, S.P.",
        TITLE = "Adaptive cascaded regression",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1649-1653",
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@inproceedings{bb114257,
        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#TT110542"}

@inproceedings{bb114258,
        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",
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@inproceedings{bb114259,
        AUTHOR = "Belagiannis, V. and Rupprecht, C. and Carneiro, G. and Navab, N.",
        TITLE = "Robust Optimization for Deep Regression",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
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@inproceedings{bb114260,
        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",
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@inproceedings{bb114261,
        AUTHOR = "Wang, Y. and Dicle, C. and Sznaier, M. and Camps, O.I.",
        TITLE = "Self Scaled Regularized Robust Regression",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
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@inproceedings{bb114262,
        AUTHOR = "Nilsson, M.",
        TITLE = "Elastic Net Regularized Logistic Regression Using Cubic Majorization",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb114263,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
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@inproceedings{bb114264,
        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#TT110549"}

@inproceedings{bb114265,
        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#TT110550"}

@inproceedings{bb114266,
        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#TT110551"}

@inproceedings{bb114267,
        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#TT110552"}

@inproceedings{bb114268,
        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#TT110553"}

@inproceedings{bb114269,
        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#TT110554"}

@inproceedings{bb114270,
        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#TT110555"}

@article{bb114271,
        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#TT110556"}

@inproceedings{bb114272,
        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#TT110557"}

@inproceedings{bb114273,
        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#TT110558"}

@article{bb114274,
        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#TT110559"}

@inproceedings{bb114275,
        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#TT110560"}

@inproceedings{bb114276,
        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#TT110561"}

@inproceedings{bb114277,
        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#TT110562"}

@inproceedings{bb114278,
        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#TT110563"}

@inproceedings{bb114279,
        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#TT110564"}

@article{bb114280,
        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#TT110565"}

@inproceedings{bb114281,
        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#TT110566"}

@article{bb114282,
        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#TT110567"}

@inproceedings{bb114283,
        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#TT110568"}

@inproceedings{bb114284,
        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#TT110569"}

@inproceedings{bb114285,
        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#TT110570"}

@article{bb114286,
        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#TT110571"}

@inproceedings{bb114287,
        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#TT110572"}

@inproceedings{bb114288,
        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#TT110573"}

@inproceedings{bb114289,
        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#TT110574"}

@inproceedings{bb114290,
        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#TT110575"}

@article{bb114291,
        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#TT110576"}

@article{bb114292,
        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#TT110577"}

@article{bb114293,
        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#TT110578"}

@article{bb114294,
        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#TT110579"}

@article{bb114295,
        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#TT110580"}

@article{bb114296,
        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#TT110581"}

@inproceedings{bb114297,
        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#TT110582"}

@article{bb114298,
        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#TT110583"}

@article{bb114299,
        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#TT110584"}

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