@article{bb128600,
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#TT124762"}
@inproceedings{bb128601,
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#TT124763"}
@article{bb128602,
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#TT124764"}
@article{bb128603,
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#TT124765"}
@article{bb128604,
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#TT124766"}
@article{bb128605,
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#TT124767"}
@article{bb128606,
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#TT124767"}
@article{bb128607,
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#TT124768"}
@article{bb128608,
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#TT124769"}
@article{bb128609,
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#TT124770"}
@article{bb128610,
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#TT124771"}
@article{bb128611,
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#TT124772"}
@article{bb128612,
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#TT124773"}
@article{bb128613,
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#TT124774"}
@article{bb128614,
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#TT124775"}
@article{bb128615,
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#TT124776"}
@article{bb128616,
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#TT124776"}
@article{bb128617,
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#TT124777"}
@article{bb128618,
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#TT124778"}
@article{bb128619,
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#TT124779"}
@article{bb128620,
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#TT124780"}
@article{bb128621,
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#TT124781"}
@article{bb128622,
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#TT124782"}
@article{bb128623,
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#TT124783"}
@article{bb128624,
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#TT124784"}
@article{bb128625,
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#TT124785"}
@article{bb128626,
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#TT124786"}
@article{bb128627,
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#TT124787"}
@article{bb128628,
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#TT124788"}
@article{bb128629,
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#TT124789"}
@article{bb128630,
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#TT124790"}
@article{bb128631,
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#TT124791"}
@article{bb128632,
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#TT124792"}
@article{bb128633,
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#TT124793"}
@article{bb128634,
AUTHOR = "Karaca, H. and Kozat, S.S.",
TITLE = "Soft Gradient Boosting With Learnable Feature Transforms for
Sequential Regression",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "186-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124794"}
@article{bb128635,
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#TT124795"}
@article{bb128636,
AUTHOR = "Zhang, H.M. and Gao, J.B. and Qian, J.J. and Yang, J. and Xu, C.Y. and Zhang, B.",
TITLE = "Linear Regression Problem Relaxations Solved by Nonconvex ADMM With
Convergence Analysis",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "828-838",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124796"}
@article{bb128637,
AUTHOR = "Hashemi, A. and Cai, C. and Gao, Y.J. and Ghosh, S. and Muller, K.R. and Nagarajan, S.S. and Haufe, S.",
TITLE = "Joint Learning of Full-Structure Noise in Hierarchical Bayesian
Regression Models",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "610-624",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124797"}
@article{bb128638,
AUTHOR = "Abdulsamad, H. and Nickl, P. and Klink, P. and Peters, J.",
TITLE = "Variational Hierarchical Mixtures for Probabilistic Learning of
Inverse Dynamics",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1950-1963",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124798"}
@article{bb128639,
AUTHOR = "Gao, D.X. and Liu, L.J. and Yu, Z. and Liu, S.H.",
TITLE = "Optimal Parametric Estimation of Biased Sinusoidal Signals Using DREM",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1049-1053",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124799"}
@article{bb128640,
AUTHOR = "Yue, X. and Kontar, R.",
TITLE = "Federated Gaussian Process: Convergence, Automatic Personalization
and Multi-Fidelity Modeling",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4246-4261",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124800"}
@article{bb128641,
AUTHOR = "Li, S.M. and Sun, X.F. and Wang, K.",
TITLE = "Distributed statistical learning algorithm for nonlinear regression
with autoregressive errors",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110551",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124801"}
@article{bb128642,
AUTHOR = "Zhao, L.C. and Pu, W.Q. and Zhou, R. and Shi, Q.J.",
TITLE = "A Third-Order Majorization Algorithm for Logistic Regression With
Convergence Rate Guarantees",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1700-1704",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124802"}
@article{bb128643,
AUTHOR = "Liu, K.Z. and Gan, C.",
TITLE = "Deterministic Gradient-Descent Learning of Linear Regressions:
Adaptive Algorithms, Convergence Analysis and Noise Compensation",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7867-7877",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124803"}
@article{bb128644,
AUTHOR = "Papadopoulos, H.",
TITLE = "Guaranteed Coverage Prediction Intervals With Gaussian Process
Regression",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9072-9083",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124804"}
@article{bb128645,
AUTHOR = "Dai, Z. and Hu, L.C. and Sun, H.J.",
TITLE = "Block Diagonal Graph Embedded Discriminative Regression for Image
Representation",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9326-9340",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124805"}
@article{bb128646,
AUTHOR = "Kristoffersson Lind, S. and Xiong, Z.L. and Forssen, P.E. and Kruger, V.",
TITLE = "Uncertainty quantification metrics for deep regression",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "91-97",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124806"}
@article{bb128647,
AUTHOR = "Zhang, H.L. and Liu, J.L.",
TITLE = "Jointly stochastic fully symmetric interpolatory rules and local
approximation for scalable Gaussian process regression",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111125",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124807"}
@article{bb128648,
AUTHOR = "Comber, A. and Harris, P. and Murakami, D. and Nakaya, T. and Tsutsumida, N. and Yoshida, T. and Brunsdon, C.",
TITLE = "Encapsulating Spatially Varying Relationships with a Generalized
Additive Model",
JOURNAL = IJGI,
VOLUME = "13",
YEAR = "2024",
NUMBER = "12",
PAGES = "459",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124808"}
@article{bb128649,
AUTHOR = "Boloix Tortosa, R. and Murillo Fuentes, J.J.",
TITLE = "Complex Gaussian Processes for Regression and Their Connection to
WLMMSE",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "386-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124809"}
@article{bb128650,
AUTHOR = "Liu, R.J. and Xu, Y.T.",
TITLE = "Non-conservative screening rule for sparse tensor regression",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111405",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124810"}
@article{bb128651,
AUTHOR = "Liu, H.Y. and Sun, X. and Chen, Y. and Wang, X.L.",
TITLE = "Physics-Informed Data-Driven Autoregressive Nonlinear Filter",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "846-850",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124811"}
@article{bb128652,
AUTHOR = "Fernandes Goncalves, F.M. and Guimaraes Pedronette, D.C. and da Silva Torres, R.",
TITLE = "Fusion Regression",
JOURNAL = PRL,
VOLUME = "192",
YEAR = "2025",
PAGES = "129-135",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124812"}
@article{bb128653,
AUTHOR = "Lee, H.W. and Park, Y.W.",
TITLE = "Integrated subset selection and bandwidth estimation algorithm for
geographically weighted regression",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111589",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124813"}
@article{bb128654,
AUTHOR = "Xiang, D. and Hong, Z.M.",
TITLE = "Local-Linear Two-Stage Estimation of Local Autoregressive
Geographically and Temporally Weighted Regression Model",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "7",
PAGES = "276",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124814"}
@article{bb128655,
AUTHOR = "Chen, G.Y. and Liao, Y. and Su, X.X. and Gan, M. and Chen, C.L.P.",
TITLE = "An Efficient Decoupled Optimization Algorithm for a Class of
Regression Models",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2788-2792",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124815"}
@article{bb128656,
AUTHOR = "Cherifi, M. and Zhu, X. and El Korso, M.N. and Mesloub, A.",
TITLE = "Maximum Likelihood for Logistic Regression Model With Incomplete and
Hybrid-Type Covariates",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2808-2812",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124816"}
@article{bb128657,
AUTHOR = "Zhao, X.W. and Fan, J. and Chang, X.J. and Nie, F.P. and Zhang, Q. and Guo, J.",
TITLE = "Scalable Multi-View Regression Clustering for Large-Scale Data",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7439-7454",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124817"}
@article{bb128658,
AUTHOR = "Qin, Z. and Zhu, Z.H.",
TITLE = "Computational and Statistical Guarantees for Tensor-on-Tensor
Regression With Tensor Train Decomposition",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10577-10587",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124818"}
@article{bb128659,
AUTHOR = "Xiong, Z.L. and Han, A. and Ma, T.F. and Liu, S.Z.",
TITLE = "Tri-SEM: A shape-aware robust regression method via chain-like
segmentation and residual analysis",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113092",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124819"}
@inproceedings{bb128660,
AUTHOR = "Yang, H.R. and Ren, C.X. and Luo, Y.W.",
TITLE = "COD: Learning Conditional Invariant Representation for Domain
Adaptation Regression",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVI: 108-125",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124820"}
@inproceedings{bb128661,
AUTHOR = "Chen, Z.H. and Song, Y. and Liu, G. and Kompella, R.R. and Wu, X.J. and Sebe, N.",
TITLE = "Riemannian Multinomial Logistics Regression for SPD Neural Networks",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17086-17096",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124821"}
@inproceedings{bb128662,
AUTHOR = "Xiong, Z.L. and Jonnarth, A. and Eldesokey, A. and Johnander, J. and Wandt, B. and Forssen, P.E.",
TITLE = "Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in
Regression Tasks",
BOOKTITLE = SAIAD24,
YEAR = "2024",
PAGES = "3471-3480",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124822"}
@inproceedings{bb128663,
AUTHOR = "Revaud, J. and Cabon, Y. and Bregier, R. and Lee, J. and Weinzaepfel, P.",
TITLE = "SACReg: Scene-Agnostic Coordinate Regression for Visual Localization",
BOOKTITLE = L3D24,
YEAR = "2024",
PAGES = "688-698",
BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT124823"}
@inproceedings{bb128664,
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#TT124824"}
@inproceedings{bb128665,
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#TT124825"}
@inproceedings{bb128666,
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#TT124826"}
@inproceedings{bb128667,
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#TT124827"}
@inproceedings{bb128668,
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#TT124828"}
@inproceedings{bb128669,
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#TT124829"}
@inproceedings{bb128670,
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#TT124830"}
@inproceedings{bb128671,
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#TT124831"}
@inproceedings{bb128672,
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#TT124832"}
@inproceedings{bb128673,
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#TT124833"}
@inproceedings{bb128674,
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#TT124834"}
@inproceedings{bb128675,
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#TT124835"}
@inproceedings{bb128676,
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#TT124836"}
@inproceedings{bb128677,
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#TT124837"}
@inproceedings{bb128678,
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#TT124838"}
@inproceedings{bb128679,
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#TT124839"}
@inproceedings{bb128680,
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#TT124840"}
@inproceedings{bb128681,
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#TT124841"}
@inproceedings{bb128682,
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#TT124842"}
@inproceedings{bb128683,
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#TT124843"}
@inproceedings{bb128684,
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#TT124844"}
@inproceedings{bb128685,
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#TT124845"}
@inproceedings{bb128686,
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#TT124846"}
@inproceedings{bb128687,
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#TT124847"}
@inproceedings{bb128688,
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#TT124848"}
@inproceedings{bb128689,
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#TT124849"}
@inproceedings{bb128690,
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#TT124850"}
@inproceedings{bb128691,
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#TT124851"}
@inproceedings{bb128692,
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#TT124852"}
@inproceedings{bb128693,
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#TT124853"}
@inproceedings{bb128694,
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#TT124854"}
@inproceedings{bb128695,
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#TT124855"}
@inproceedings{bb128696,
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#TT124856"}
@inproceedings{bb128697,
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#TT124857"}
@inproceedings{bb128698,
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#TT124858"}
@inproceedings{bb128699,
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#TT124859"}
Last update:Apr 6, 2026 at 11:28:57