@inproceedings{bb131700,
        AUTHOR = "Chen, J.Y. and Yin, Y.D. 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#TT127845"}

@inproceedings{bb131701,
        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#TT127846"}

@inproceedings{bb131702,
        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#TT127847"}

@inproceedings{bb131703,
        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#TT127848"}

@inproceedings{bb131704,
        AUTHOR = "Li, Q. and Wang, J.J. and Yao, Z.L. and Li, Y.C. and Yang, P.J. and Yan, J.W. and Wang, C.M. 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#TT127849"}

@inproceedings{bb131705,
        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#TT127850"}

@inproceedings{bb131706,
        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#TT127851"}

@inproceedings{bb131707,
        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#TT127852"}

@inproceedings{bb131708,
        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#TT127853"}

@inproceedings{bb131709,
        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#TT127854"}

@inproceedings{bb131710,
        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#TT127855"}

@inproceedings{bb131711,
        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#TT127856"}

@inproceedings{bb131712,
        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#TT127857"}

@inproceedings{bb131713,
        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#TT127858"}

@inproceedings{bb131714,
        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#TT127859"}

@inproceedings{bb131715,
        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#TT127860"}

@inproceedings{bb131716,
        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#TT127861"}

@inproceedings{bb131717,
        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#TT127862"}

@inproceedings{bb131718,
        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#TT127863"}

@inproceedings{bb131719,
        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#TT127864"}

@inproceedings{bb131720,
        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#TT127865"}

@inproceedings{bb131721,
        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#TT127866"}

@inproceedings{bb131722,
        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#TT127867"}

@inproceedings{bb131723,
        AUTHOR = "Zhang, Z. and Zhong, Z. and Cui, J. and Fei, L.",
        TITLE = "Learning robust latent subspace for discriminative regression",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127868"}

@inproceedings{bb131724,
        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#TT127869"}

@inproceedings{bb131725,
        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#TT127870"}

@inproceedings{bb131726,
        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#TT127871"}

@inproceedings{bb131727,
        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#TT127872"}

@inproceedings{bb131728,
        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#TT127873"}

@inproceedings{bb131729,
        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#TT127874"}

@inproceedings{bb131730,
        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#TT127875"}

@inproceedings{bb131731,
        AUTHOR = "Subramanian, S. and Rana, S. and Gupta, S. and Sivakumar, P.B. and Velayutham, C.S. and Venkateshc, S.",
        TITLE = "Bayesian nonparametric Multiple Instance Regression",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3661-3666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127876"}

@inproceedings{bb131732,
        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#TT127877"}

@inproceedings{bb131733,
        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#TT127878"}

@inproceedings{bb131734,
        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#TT127879"}

@inproceedings{bb131735,
        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#TT127880"}

@inproceedings{bb131736,
        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#TT127881"}

@inproceedings{bb131737,
        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#TT127882"}

@inproceedings{bb131738,
        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#TT127883"}

@inproceedings{bb131739,
        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#TT127884"}

@inproceedings{bb131740,
        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#TT127885"}

@inproceedings{bb131741,
        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#TT127886"}

@inproceedings{bb131742,
        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#TT127887"}

@inproceedings{bb131743,
        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#TT127888"}

@inproceedings{bb131744,
        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#TT127889"}

@inproceedings{bb131745,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127890"}

@inproceedings{bb131746,
        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#TT127891"}

@inproceedings{bb131747,
        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#TT127892"}

@inproceedings{bb131748,
        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#TT127893"}

@inproceedings{bb131749,
        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#TT127894"}

@inproceedings{bb131750,
        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#TT127895"}

@inproceedings{bb131751,
        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#TT127896"}

@article{bb131752,
        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#TT127897"}

@article{bb131753,
        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#TT127898"}

@article{bb131754,
        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#TT127899"}

@article{bb131755,
        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#TT127900"}

@article{bb131756,
        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#TT127901"}

@article{bb131757,
        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#TT127902"}

@article{bb131758,
        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#TT127903"}

@inproceedings{bb131759,
        AUTHOR = "Yin, Y.D. 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#TT127904"}

@inproceedings{bb131760,
        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#TT127905"}

@inproceedings{bb131761,
        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#TT127906"}

@inproceedings{bb131762,
        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#TT127907"}

@inproceedings{bb131763,
        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#TT127908"}

@inproceedings{bb131764,
        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#TT127909"}

@inproceedings{bb131765,
        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#TT127910"}

@inproceedings{bb131766,
        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#TT127911"}

@inproceedings{bb131767,
        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#TT127912"}

@article{bb131768,
        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#TT127913"}

@inproceedings{bb131769,
        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#TT127914"}

@inproceedings{bb131770,
        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#TT127915"}

@article{bb131771,
        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#TT127916"}

@inproceedings{bb131772,
        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#TT127917"}

@inproceedings{bb131773,
        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#TT127918"}

@inproceedings{bb131774,
        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#TT127919"}

@inproceedings{bb131775,
        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#TT127920"}

@inproceedings{bb131776,
        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#TT127921"}

@article{bb131777,
        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#TT127922"}

@inproceedings{bb131778,
        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#TT127923"}

@article{bb131779,
        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#TT127924"}

@inproceedings{bb131780,
        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#TT127925"}

@inproceedings{bb131781,
        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#TT127926"}

@inproceedings{bb131782,
        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#TT127927"}

@article{bb131783,
        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#TT127928"}

@inproceedings{bb131784,
        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#TT127929"}

@inproceedings{bb131785,
        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#TT127930"}

@inproceedings{bb131786,
        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#TT127931"}

@inproceedings{bb131787,
        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#TT127932"}

@article{bb131788,
        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#TT127933"}

@article{bb131789,
        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#TT127934"}

@article{bb131790,
        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#TT127935"}

@article{bb131791,
        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#TT127936"}

@article{bb131792,
        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#TT127937"}

@article{bb131793,
        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#TT127938"}

@inproceedings{bb131794,
        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#TT127939"}

@article{bb131795,
        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#TT127940"}

@article{bb131796,
        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#TT127941"}

@article{bb131797,
        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#TT127942"}

@article{bb131798,
        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#TT127943"}

@inproceedings{bb131799,
        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#TT127944"}