@article{bb108800, AUTHOR = "Neyshabouri, M.M. and Demir, O. and Delibalta, I. and Kozat, S.S.", TITLE = "Highly efficient nonlinear regression for big data with lexicographical splitting", JOURNAL = SIViP, VOLUME = "11", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "391-398", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105193"} @article{bb108801, AUTHOR = "Zhang, Z. and Lai, Z. and Xu, Y. and Shao, L. and Wu, J. and Xie, G.S.", TITLE = "Discriminative Elastic-Net Regularized Linear Regression", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "1466-1481", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105194"} @article{bb108802, AUTHOR = "Tehrani, A.F. and Ahrens, D.", TITLE = "Modeling label dependence for multi-label classification using the Choquistic regression", JOURNAL = PRL, VOLUME = "92", YEAR = "2017", NUMBER = "1", PAGES = "75-80", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105195"} @article{bb108803, AUTHOR = "Golay, J. and Leuenberger, M. and Kanevski, M.", TITLE = "Feature selection for regression problems based on the Morisita estimator of intrinsic dimension", JOURNAL = PR, VOLUME = "70", YEAR = "2017", NUMBER = "1", PAGES = "126-138", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105196"} @article{bb108804, AUTHOR = "Kim, K. and Hong, J.S.", TITLE = "A hybrid decision tree algorithm for mixed numeric and categorical data in regression analysis", JOURNAL = PRL, VOLUME = "98", YEAR = "2017", NUMBER = "1", PAGES = "39-45", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105197"} @article{bb108805, AUTHOR = "Gillis, N. and Luce, R.", TITLE = "A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "24-37", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105198"} @article{bb108806, AUTHOR = "Zhen, X.T. and Yu, M.Y. and He, X.F. and Li, S.", TITLE = "Multi-Target Regression via Robust Low-Rank Learning", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "497-504", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105199"} @article{bb108807, AUTHOR = "Vanli, N.D. and Sayin, M.O. and Mohaghegh, N.M. and Ozkan, H. and Kozat, S.S.", TITLE = "Nonlinear regression via incremental decision trees", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "1-13", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105200"} @article{bb108808, AUTHOR = "Ma, Z.C. and Chen, S.C.", TITLE = "A convex formulation for multiple ordinal output classification", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "73-84", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105201"} @article{bb108809, AUTHOR = "Flores, S.A.", TITLE = "Robustness of L_1-Norm Estimation: From Folklore to Fact", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "1640-1644", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105202"} @article{bb108810, AUTHOR = "Karbalayghareh, A. and Qian, X. and Dougherty, E.R.", TITLE = "Optimal Bayesian Transfer Regression", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "1655-1659", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105203"} @article{bb108811, AUTHOR = "Tao, J.W. and Zhou, D. and Liu, F.Y. and Zhu, B.", TITLE = "Latent multi-feature co-regression for visual recognition by discriminatively leveraging multi-source models", JOURNAL = PR, VOLUME = "87", YEAR = "2019", PAGES = "296-316", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105204"} @article{bb108812, AUTHOR = "Li, C.S. and Wei, F. and Dong, W.S. and Wang, X.F. and Liu, Q.S. and Zhang, X.", TITLE = "Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "323-336", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105205"} @article{bb108813, AUTHOR = "Zhang, X.W. and Shi, X.D. and Sun, Y. and Cheng, L.", TITLE = "Multivariate Regression with Gross Errors on Manifold-Valued Data", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "444-458", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105206"} @article{bb108814, AUTHOR = "Yang, M. and Deng, C. and Nie, F.P.", TITLE = "Adaptive-weighting discriminative regression for multi-view classification", JOURNAL = PR, VOLUME = "88", YEAR = "2019", PAGES = "236-245", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105207"} @article{bb108815, AUTHOR = "Cui, J.R. and Zhu, Q. and Wang, D. and Li, Z.", TITLE = "Learning robust latent representation for discriminative regression", JOURNAL = PRL, VOLUME = "117", YEAR = "2019", PAGES = "193-200", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105208"} @article{bb108816, AUTHOR = "Pillonetto, G. and Schenato, L. and Varagnolo, D.", TITLE = "Distributed Multi-Agent Gaussian Regression via Finite-Dimensional Approximations", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "9", MONTH = "Sep", PAGES = "2098-2111", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105209"} @article{bb108817, AUTHOR = "Zbonakova, L. and Monti, R.P. and Hardle, W.K.", TITLE = "Towards the interpretation of time-varying regularization parameters in streaming penalized regression models", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "542-548", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105210"} @article{bb108818, AUTHOR = "Xiang, M. and Xia, Y. and Mandic, D.P.", TITLE = "Complementary Cost Functions for Complex and Quaternion Widely Linear Estimation", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "1344-1348", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105211"} @article{bb108819, AUTHOR = "Adsuara, J.E. and Perez Suay, A. and Munoz Mari, J. and Mateo Sanchis, A. and Piles, M. and Camps Valls, G.", TITLE = "Nonlinear Distribution Regression for Remote Sensing Applications", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "10025-10035", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105212"} @article{bb108820, AUTHOR = "Kayabol, K.", TITLE = "Approximate Sparse Multinomial Logistic Regression for Classification", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "490-493", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105213"} @article{bb108821, AUTHOR = "Liu, J.J. and Wu, Z.B. and Xiao, L. and Sun, J. and Yan, H.", TITLE = "Generalized Tensor Regression for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "1244-1258", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105214"} @article{bb108822, AUTHOR = "Han, N. and Wu, J. and Fang, X. and Wong, W.K. and Xu, Y. and Yang, J. and Li, X.", TITLE = "Double Relaxed Regression for Image Classification", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "307-319", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105215"} @article{bb108823, AUTHOR = "Wen, J. and Zhong, Z. and Zhang, Z. and Fei, L. and Lai, Z. and Chen, R.", TITLE = "Adaptive Locality Preserving Regression", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "75-88", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105216"} @article{bb108824, AUTHOR = "Dedecius, K. and Zemlicka, R.", TITLE = "Sequential Poisson Regression in Diffusion Networks", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "625-629", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105217"} @article{bb108825, AUTHOR = "Adeli, E. and Li, X.R. and Kwon, D.J. and Zhang, Y. and Pohl, K.M.", TITLE = "Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "1713-1728", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105218"} @article{bb108826, AUTHOR = "Singla, M. and Ghosh, D. and Shukla, K.K. and Pedrycz, W.", TITLE = "Robust twin support vector regression based on rescaled Hinge loss", JOURNAL = PR, VOLUME = "105", YEAR = "2020", PAGES = "107395", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105219"} @article{bb108827, AUTHOR = "Zou, Y. and Kuang, Y. and Zhi, Y. and Qu, X.B.", TITLE = "Investigation on linearisation of data-driven transport research: Two representative case studies", JOURNAL = IET-ITS, VOLUME = "14", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "675-683", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105220"} @article{bb108828, AUTHOR = "Chung, S. and Park, Y.W. and Cheong, T.", TITLE = "A mathematical programming approach for integrated multiple linear regression subset selection and validation", JOURNAL = PR, VOLUME = "108", YEAR = "2020", PAGES = "107565", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105221"} @article{bb108829, AUTHOR = "Shen, X.J. and Ni, C.G. and Wang, L.J. and Zha, Z.J.", TITLE = "SLiKER: Sparse loss induced kernel ensemble regression", JOURNAL = PR, VOLUME = "109", YEAR = "2021", PAGES = "107587", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105222"} @article{bb108830, AUTHOR = "Peng, L. and Tsakiris, M.C.", TITLE = "Linear Regression Without Correspondences via Concave Minimization", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1580-1584", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105223"} @inproceedings{bb108831, AUTHOR = "Iwata, D. and Waechter, M. and Lin, W.Y. and Matsushita, Y.", TITLE = "An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XII: 609-626", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105224"} @article{bb108832, AUTHOR = "Zhang, L. and Du, Y. and Li, X. and Zhen, X.", TITLE = "Calibrated Multivariate Regression Networks", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "11", MONTH = "November", PAGES = "4222-4231", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105225"} @article{bb108833, AUTHOR = "Wang, X.L. and Du, J. and Xu, G.X. and Passero, I. and Wang, H. and Yu, Y.F.", TITLE = "Kernelized dual regression incorporating local information for image set classification", JOURNAL = PRL, VOLUME = "140", YEAR = "2020", PAGES = "274-280", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105226"} @article{bb108834, AUTHOR = "Liu, Z. and Jiang, X. and Luo, H.B. and Fang, W.L. and Liu, J.J. and Wu, D.R.", TITLE = "Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM)", JOURNAL = PRL, VOLUME = "142", YEAR = "2021", PAGES = "11-19", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105227"} @article{bb108835, AUTHOR = "Zhang, L. and Shi, Z.L. and Cheng, M.M. and Liu, Y. and Bian, J.W. and Zhou, J.T.Y. and Zheng, G.Y. and Zeng, Z.", TITLE = "Nonlinear Regression via Deep Negative Correlation Learning", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "982-998", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105228"} @article{bb108836, AUTHOR = "Zeng, Z. and Zheng, G.Y. and Zhou, J.T.Y. and Bian, J.W. and Liu, Y. and Cheng, M.M. and Shi, Z.L. and Zhang, L.", TITLE = "Nonlinear Regression via Deep Negative Correlation Learning", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "2172-2172", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105228"} @article{bb108837, AUTHOR = "Liu, J. and Zhu, C. and Long, Z. and Huang, H.Y. and Liu, Y.P.", TITLE = "Low-rank tensor ring learning for multi-linear regression", JOURNAL = PR, VOLUME = "113", YEAR = "2021", PAGES = "107753", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105229"} @article{bb108838, AUTHOR = "Mastelini, S.M. and de Carvalho, A.C.P.D.F.", TITLE = "Using dynamical quantization to perform split attempts in online tree regressors", JOURNAL = PRL, VOLUME = "145", YEAR = "2021", PAGES = "37-42", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105230"} @article{bb108839, AUTHOR = "Zhang, C. and Li, H.X. and Qian, Y.H. and Chen, C.L. and Gao, Y.", TITLE = "Pairwise Relations Oriented Discriminative Regression", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "7", MONTH = "July", PAGES = "2646-2660", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105231"} @article{bb108840, AUTHOR = "Degeest, A. and Frenay, B. and Verleysen, M.", TITLE = "Reading grid for feature selection relevance criteria in regression", JOURNAL = PRL, VOLUME = "148", YEAR = "2021", PAGES = "92-99", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105232"} @article{bb108841, 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/match575re1.html#TT105233"} @article{bb108842, AUTHOR = "Fallah Tehrani, A.", TITLE = "Heuristics-Based Learning Approach for Choquistic Regression Models", JOURNAL = PRL, VOLUME = "149", YEAR = "2021", PAGES = "137-142", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105234"} @article{bb108843, AUTHOR = "Woodbridge, Y. and Elidan, G. and Wiesel, A.", TITLE = "Convex Nonparanormal Regression", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1680-1684", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105235"} @article{bb108844, AUTHOR = "Messoudi, S. and Destercke, S. and Rousseau, S.", TITLE = "Copula-based conformal prediction for multi-target regression", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108101", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105236"} @article{bb108845, AUTHOR = "Wang, Z. and Nie, F.P. and Zhang, C. and Wang, R. and Li, X.L.", TITLE = "Joint nonlinear feature selection and continuous values regression network", JOURNAL = PRL, VOLUME = "150", YEAR = "2021", PAGES = "197-206", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105237"} @article{bb108846, AUTHOR = "Qiao, X.T. and Zheng, Q.L. and Cao, Y. and Lau, R.W.H.", TITLE = "Instance-Aware Scene Layout Forecasting", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "504-516", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105238"} @article{bb108847, AUTHOR = "Lau, R.W.H. and Cao, Y. and Zheng, Q.L. and Qiao, X.T.", TITLE = "Instance-Aware Scene Layout Forecasting", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "883-883", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105238"} @article{bb108848, AUTHOR = "Shin, H.Y. and Oh, H.S.", TITLE = "Robust Geodesic Regression", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "478-503", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105239"} @article{bb108849, AUTHOR = "Zhou, Q. and Zhu, Z. and Xian, G. and Li, C.C.", TITLE = "A novel regression method for harmonic analysis of time series", JOURNAL = PandRS, VOLUME = "185", YEAR = "2022", PAGES = "48-61", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105240"} @article{bb108850, AUTHOR = "Park, C. and Borth, D.J. and Wilson, N.S. and Hunter, C.N. and Friedersdorf, F.J.", TITLE = "Robust Gaussian process regression with a bias model", JOURNAL = PR, VOLUME = "124", YEAR = "2022", PAGES = "108444", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105241"} @article{bb108851, AUTHOR = "Zhang, C. and Li, H.X. and Chen, C.L. and Qian, Y.H. and Zhou, X.Z.", TITLE = "Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "2438-2452", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105242"} @article{bb108852, AUTHOR = "Johansson, U. and Sonstrod, C. and Lofstrom, T. and Bostrom, H.", TITLE = "Rule extraction with guarantees from regression models", JOURNAL = PR, VOLUME = "126", YEAR = "2022", PAGES = "108554", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105243"} @article{bb108853, AUTHOR = "Fradi, A. and Samir, C. and Braga, J. and Joshi, S.H. and Loubes, J.M.", TITLE = "Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "2598-2607", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105244"} @article{bb108854, AUTHOR = "Lv, X. and Cui, W. and Liu, Y.L.", TITLE = "A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Projected Gradient Descent", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", NUMBER = "2022", PAGES = "877-881", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105245"} @article{bb108855, AUTHOR = "Chen, H.Y. and Kong, L.C. and Li, Y.", TITLE = "Nonconvex clustering via L0 fusion penalized regression", JOURNAL = PR, VOLUME = "128", YEAR = "2022", PAGES = "108689", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105246"} @article{bb108856, AUTHOR = "Wang, D. and Wang, P. and Wang, C. and Wang, P.P.", TITLE = "Calibrating probabilistic predictions of quantile regression forests with conformal predictive systems", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "81-87", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105247"} @article{bb108857, AUTHOR = "Jamil, W. and Bouchachia, A.", TITLE = "Iterative ridge regression using the aggregating algorithm", JOURNAL = PRL, VOLUME = "158", YEAR = "2022", PAGES = "34-41", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105248"} @article{bb108858, 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#TT105249"} @article{bb108859, 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#TT105250"} @article{bb108860, 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#TT105251"} @article{bb108861, 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#TT105252"} @article{bb108862, 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#TT105253"} @article{bb108863, 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#TT105254"} @article{bb108864, 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#TT105255"} @inproceedings{bb108865, 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#TT105256"} @inproceedings{bb108866, 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#TT105257"} @inproceedings{bb108867, 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#TT105258"} @inproceedings{bb108868, AUTHOR = "Yin, Y. and Cai, Y. 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#TT105259"} @inproceedings{bb108869, 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#TT105260"} @inproceedings{bb108870, 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#TT105261"} @inproceedings{bb108871, 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#TT105262"} @inproceedings{bb108872, 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#TT105263"} @inproceedings{bb108873, 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#TT105264"} @inproceedings{bb108874, 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#TT105265"} @inproceedings{bb108875, 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#TT105266"} @inproceedings{bb108876, 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#TT105267"} @inproceedings{bb108877, 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#TT105268"} @inproceedings{bb108878, 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#TT105269"} @inproceedings{bb108879, 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#TT105270"} @inproceedings{bb108880, 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#TT105271"} @inproceedings{bb108881, 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#TT105272"} @inproceedings{bb108882, 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#TT105273"} @inproceedings{bb108883, 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#TT105274"} @inproceedings{bb108884, 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#TT105275"} @inproceedings{bb108885, 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#TT105276"} @inproceedings{bb108886, 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#TT105277"} @inproceedings{bb108887, 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#TT105278"} @inproceedings{bb108888, 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#TT105279"} @inproceedings{bb108889, 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#TT105280"} @inproceedings{bb108890, 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#TT105281"} @inproceedings{bb108891, 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#TT105282"} @inproceedings{bb108892, 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#TT105283"} @inproceedings{bb108893, 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#TT105284"} @inproceedings{bb108894, 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#TT105285"} @inproceedings{bb108895, 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#TT105286"} @inproceedings{bb108896, 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#TT105287"} @inproceedings{bb108897, 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#TT105288"} @inproceedings{bb108898, 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#TT105289"} @inproceedings{bb108899, 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#TT105290"}