@article{bb5800,
        AUTHOR = "Batard, T. and Bertalmio, M.",
        TITLE = "On Covariant Derivatives and Their Applications to Image
Regularization",
        JOURNAL = SIIMS,
        VOLUME = "7",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "2393-2422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4447"}

@inproceedings{bb5801,
        AUTHOR = "Batard, T. and Bertalmio, M.",
        TITLE = "Duality Principle for Image Regularization and Perceptual Color
Correction Models",
        BOOKTITLE = SSVM15,
        YEAR = "2015",
        PAGES = "449-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4448"}

@article{bb5802,
        AUTHOR = "Batard, T. and Bertalmio, M.",
        TITLE = "A Geometric Model of Brightness Perception and Its Application to Color
Images Correction",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "July",
        PAGES = "849-881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4449"}

@inproceedings{bb5803,
        AUTHOR = "Batard, T. and Maldonado, E.R. and Steidl, G. and Bertalmio, M.",
        TITLE = "A Connection Between Image Processing and Artificial Neural Networks
Layers Through a Geometric Model of Visual Perception",
        BOOKTITLE = SSVM19,
        YEAR = "2019",
        PAGES = "459-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4450"}

@article{bb5804,
        AUTHOR = "Pham, D.S.",
        TITLE = "On group-wise regularization: Theory and efficient algorithms",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3728-3738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4451"}

@article{bb5805,
        AUTHOR = "Yang, Z.Z. and Yang, Z.",
        TITLE = "Fast linearized alternating direction method of multipliers for the
augmented L1-regularized problem",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1601-1612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4452"}

@article{bb5806,
        AUTHOR = "Soubies, E. and Blanc Feraud, L. and Aubert, G.",
        TITLE = "A Continuous Exact L_0 Penalty (CEL0) for Least Squares Regularized
Problem",
        JOURNAL = SIIMS,
        VOLUME = "8",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "1607-1639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4453"}

@article{bb5807,
        AUTHOR = "Aubert, G. and Blanc Feraud, L. and Soubies, E.",
        TITLE = "A Continuous Exact L_0 Penalty (CEL0) for Least Squares Regularized
Problem",
        JOURNAL = SIIMS,
        VOLUME = "9",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "490-494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4453"}

@article{bb5808,
        AUTHOR = "Zhang, Y. and Ye, W.Z.",
        TITLE = "Regularization: Convergence of iterative thresholding algorithm",
        JOURNAL = JVCIR,
        VOLUME = "33",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "350-357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4454"}

@article{bb5809,
        AUTHOR = "El Mouatasim, A. and Wakrim, M.",
        TITLE = "Control subgradient algorithm for image L_1 regularization",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "1 Supp",
        MONTH = "December",
        PAGES = "275-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4455"}

@article{bb5810,
        AUTHOR = "El Mouatasim, A.",
        TITLE = "Control proximal gradient algorithm for image L_1 regularization",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1113-1121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4456"}

@article{bb5811,
        AUTHOR = "Painsky, A. and Rosset, S.",
        TITLE = "Cross-Validated Variable Selection in Tree-Based Methods Improves
Predictive Performance",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2142-2153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4457"}

@article{bb5812,
        AUTHOR = "Tuia, D. and Flamary, R. and Barlaud, M.",
        TITLE = "Nonconvex Regularization in Remote Sensing",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6470-6480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4458"}

@article{bb5813,
        AUTHOR = "Cui, Z.X. and Fan, Q.B. and Dong, Y.C. and Liu, T.",
        TITLE = "A nonconvex nonsmooth regularization method with structure tensor
total variation",
        JOURNAL = JVCIR,
        VOLUME = "43",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "30-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4459"}

@article{bb5814,
        AUTHOR = "Lu, J.W. and Peng, X. and Deng, W.H. and Mian, A.",
        TITLE = "Regularization techniques for high-dimensional data analysis",
        JOURNAL = IVC,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4460"}

@article{bb5815,
        AUTHOR = "Benning, M. and Gilboa, G. and Schonlieb, C.B.",
        TITLE = "Learning parametrised regularisation functions via
quotient minimisation",
        JOURNAL = PAMM,
        VOLUME = "16",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "933-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4461"}

@article{bb5816,
        AUTHOR = "Brinkmann, E.M. and Burger, M. and Grah, J.S.",
        TITLE = "Unified Models for Second-Order TV-Type Regularisation in Imaging:
A New Perspective Based on Vector Operators",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "571-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4462"}

@inproceedings{bb5817,
        AUTHOR = "Benning, M. and Gilboa, G. and Grah, J.S. and Schonlieb, C.B.",
        TITLE = "Learning Filter Functions in Regularisers by Minimising Quotients",
        BOOKTITLE = SSVM17,
        YEAR = "2017",
        PAGES = "511-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4463"}

@article{bb5818,
        AUTHOR = "Brinkmann, E.M. and Burger, M. and Rasch, J. and Sutour, C.",
        TITLE = "Bias Reduction in Variational Regularization",
        JOURNAL = JMIV,
        VOLUME = "59",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "534-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4464"}

@article{bb5819,
        AUTHOR = "Chen, P.Y. and Liu, S.",
        TITLE = "Bias-Variance Tradeoff of Graph Laplacian Regularizer",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1118-1122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4465"}

@article{bb5820,
        AUTHOR = "Astrom, F. and Schnorr, C.",
        TITLE = "A geometric approach for color image regularization",
        JOURNAL = CVIU,
        VOLUME = "165",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "43-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4466"}

@inproceedings{bb5821,
        AUTHOR = "Astrom, F. and Schnorr, C.",
        TITLE = "Double-Opponent Vectorial Total Variation",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 644-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4467"}

@inproceedings{bb5822,
        AUTHOR = "Yuan, J. and Schnorr, C. and Steidl, G.",
        TITLE = "Total-Variation Based Piecewise Affine Regularization",
        BOOKTITLE = SSVM09,
        YEAR = "2009",
        PAGES = "552-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4468"}

@article{bb5823,
        AUTHOR = "Garrigos, G. and Rosasco, L. and Villa, S.",
        TITLE = "Iterative Regularization via Dual Diagonal Descent",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "189-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4469"}

@article{bb5824,
        AUTHOR = "Bao, C.L. and Barbastathis, G. and Ji, H. and Shen, Z.W. and Zhang, Z.Y.",
        TITLE = "Coherence Retrieval Using Trace Regularization",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "679-706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4470"}

@article{bb5825,
        AUTHOR = "Dey, P. and Nag, K. and Pal, T. and Pal, N.R.",
        TITLE = "Regularizing Multilayer Perceptron for Robustness",
        JOURNAL = SMCS,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1255-1266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4471"}

@article{bb5826,
        AUTHOR = "Ringholm, T. and Lazic, J. and Schonlieb, C.B.",
        TITLE = "Variational Image Regularization with Euler's Elastica Using a
Discrete Gradient Scheme",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2665-2691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4472"}

@article{bb5827,
        AUTHOR = "Ong, F. and Milanfar, P. and Getreuer, P.",
        TITLE = "Local Kernels That Approximate Bayesian Regularization and Proximal
Operators",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3007-3019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4473"}

@article{bb5828,
        AUTHOR = "Liu, W. and Ma, X. and Zhou, Y. and Tao, D. and Cheng, J.",
        TITLE = "p-Laplacian Regularization for Scene Recognition",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2927-2940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4474"}

@article{bb5829,
        AUTHOR = "Calatroni, L. and Lanza, A. and Pragliola, M. and Sgallari, F.",
        TITLE = "A Flexible Space-Variant Anisotropic Regularization for Image
Restoration with Automated Parameter Selection",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "1001-1037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4475"}

@article{bb5830,
        AUTHOR = "Lanza, A. and Morigi, S. and Selesnick, I. and Sgallari, F.",
        TITLE = "Sparsity-Inducing Nonconvex Nonseparable Regularization for Convex
Image Processing",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "1099-1134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4476"}

@article{bb5831,
        AUTHOR = "Ciak, R. and Melching, M. and Scherzer, O.",
        TITLE = "Regularization with Metric Double Integrals of Functions with Values in
a Set of Vectors",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "July",
        PAGES = "824-848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4477"}

@article{bb5832,
        AUTHOR = "Sun, X. and Chen, B. and Sun, H.",
        TITLE = "Robust Image Compressive Sensing Based on Truncated Cauchy Loss and
Nonlocal Low-Rank Regularization",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1842-1846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4478"}

@article{bb5833,
        AUTHOR = "Parisotto, S. and Masnou, S. and Schonlieb, C.B.",
        TITLE = "Higher-Order Total Directional Variation: Analysis",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "474-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4479"}

@article{bb5834,
        AUTHOR = "Parisotto, S. and Lellmann, J. and Masnou, S. and Schonlieb, C.B.",
        TITLE = "Higher-Order Total Directional Variation: Imaging Applications",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "2063-2104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4480"}

@inproceedings{bb5835,
        AUTHOR = "Bednarski, D. and Lellmann, J.",
        TITLE = "Inverse Scale Space Iterations for Non-convex Variational Problems
Using Functional Lifting",
        BOOKTITLE = SSVM21,
        YEAR = "2021",
        PAGES = "229-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4481"}

@article{bb5836,
        AUTHOR = "Wen, F. and Ying, R. and Liu, P. and Qiu, R.C.",
        TITLE = "Robust PCA Using Generalized Nonconvex Regularization",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1497-1510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4482"}

@article{bb5837,
        AUTHOR = "Chu, Y. and Chan, S.C. and Zhou, Y. and Wu, M.",
        TITLE = "A New Diffusion Variable Spatial Regularized QRRLS Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "995-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4483"}

@article{bb5838,
        AUTHOR = "Zhang, C.B. and Jiang, P.T. and Hou, Q.B. and Wei, Y.C. and Han, Q. and Li, Z. and Cheng, M.M.",
        TITLE = "Delving Deep Into Label Smoothing",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5984-5996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4484"}

@article{bb5839,
        AUTHOR = "Liu, H. and Tai, X.C. and Kimmel, R. and Glowinski, R.",
        TITLE = "A Color Elastica Model for Vector-Valued Image Regularization",
        JOURNAL = SIIMS,
        VOLUME = "14",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "717-748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4485"}

@article{bb5840,
        AUTHOR = "Fan, B.J. and Cong, Y. and Tian, J.D. and Tang, Y.D.",
        TITLE = "Dynamic and reliable subtask tracker with general schatten p-norm
regularization",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4486"}

@article{bb5841,
        AUTHOR = "Kontar, R. and Raskutti, G. and Zhou, S.Y.",
        TITLE = "Minimizing Negative Transfer of Knowledge in Multivariate Gaussian
Processes: A Scalable and Regularized Approach",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3508-3522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4487"}

@article{bb5842,
        AUTHOR = "Manuel Vargas, V. and Gutierrez, P.A. and Hervas Martinez, C.",
        TITLE = "Unimodal regularisation based on beta distribution for deep ordinal
regression",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4488"}

@article{bb5843,
        AUTHOR = "Gholinejad, S. and Naeini, A.A. and Amiri Simkooei, A.",
        TITLE = "Optimization of RFM Problem Using Linearly Programed
L1-Regularization",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4489"}

@article{bb5844,
        AUTHOR = "Fan, Q. and Liu, Y. and Yang, T. and Peng, H.",
        TITLE = "Fast and Accurate Spectrum Estimation via Virtual Coarray
Interpolation Based on Truncated Nuclear Norm Regularization",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "169-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4490"}

@article{bb5845,
        AUTHOR = "Zhou, Z.Y.",
        TITLE = "A Unified Framework for Constructing Nonconvex Regularizations",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "479-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4491"}

@article{bb5846,
        AUTHOR = "Sun, T. and Li, D.S.",
        TITLE = "General nonconvex total variation and low-rank regularizations:
Model, algorithm and applications",
        JOURNAL = PR,
        VOLUME = "130",
        YEAR = "2022",
        PAGES = "108692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4492"}

@article{bb5847,
        AUTHOR = "Wu, C.L. and Guo, X.Y. and Gao, Y.M. and Xue, Y.H.",
        TITLE = "A General Non-Lipschitz Infimal Convolution Regularized Model:
Lower Bound Theory and Algorithm",
        JOURNAL = SIIMS,
        VOLUME = "15",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "1499-1538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4493"}

@article{bb5848,
        AUTHOR = "Li, Z. and Perez Suay, A. and Camps Valls, G. and Sejdinovic, D.",
        TITLE = "Kernel dependence regularizers and Gaussian processes with
applications to algorithmic fairness",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4494"}

@article{bb5849,
        AUTHOR = "Seyfi, M. and Banitalebi Dehkordi, A. and Zhang, Y.",
        TITLE = "Extending Momentum Contrast With Cross Similarity Consistency
Regularization",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6714-6727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4495"}

@article{bb5850,
        AUTHOR = "Abhishek and Kumar Yadav, R. and Verma, S.",
        TITLE = "Parzen Window Approximation on Riemannian Manifold",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4496"}

@article{bb5851,
        AUTHOR = "Zhang, H. and Qu, D. and Shao, K. and Yang, X.",
        TITLE = "DropDim: A Regularization Method for Transformer Networks",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "474-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4497"}

@article{bb5852,
        AUTHOR = "Liu, H. and Tai, X.C. and Kimmel, R. and Glowinski, R.",
        TITLE = "Elastica Models for Color Image Regularization",
        JOURNAL = SIIMS,
        VOLUME = "16",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "461-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4498"}

@article{bb5853,
        AUTHOR = "Yu, D.X. and Kang, Q. and Jin, J.W. and Wang, Z. and Li, X.L.",
        TITLE = "Smoothing group L1/2 regularized discriminative broad learning system
for classification and regression",
        JOURNAL = PR,
        VOLUME = "141",
        YEAR = "2023",
        PAGES = "109656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4499"}

@article{bb5854,
        AUTHOR = "Laville, B. and Blanc Feraud, L. and Aubert, G.",
        TITLE = "Off-the-Grid Curve Reconstruction through Divergence Regularization:
An Extreme Point Result",
        JOURNAL = SIIMS,
        VOLUME = "16",
        YEAR = "2023",
        NUMBER = "2",
        PAGES = "867-885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4500"}

@article{bb5855,
        AUTHOR = "Chen, H.Y. and Kong, L.C. and Qu, W.T. and Xiu, X.C.",
        TITLE = "An Enhanced Regularized Clustering Method With Adaptive Spurious
Connection Detection",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1332-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4501"}

@article{bb5856,
        AUTHOR = "Zhou, X. and Liu, X.W. and Zhang, G. and Jia, L. and Wang, X. and Zhao, Z.Y.",
        TITLE = "An Iterative Threshold Algorithm of Log-Sum Regularization for Sparse
Problem",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4728-4740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4502"}

@article{bb5857,
        AUTHOR = "Wang, X. and Dong, X.G.",
        TITLE = "Time Image De-Noising Method Based on Sparse Regularization",
        JOURNAL = IJIG,
        VOLUME = "23",
        YEAR = "2023",
        NUMBER = "5 2023",
        PAGES = "2550009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4503"}

@article{bb5858,
        AUTHOR = "Athalye, C.D. and Chaudhury, K.N. and Kumar, B.",
        TITLE = "On the Contractivity of Plug-and-Play Operators",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1447-1451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4504"}

@article{bb5859,
        AUTHOR = "Kumar, B. and Chaudhury, K.N. and Athalye, C.D.",
        TITLE = "On the Contractivity of Plug-and-Play Operators",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1817-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4504"}

@article{bb5860,
        AUTHOR = "Ming, H. and Yang, H.",
        TITLE = "L0 regularized logistic regression for large-scale data",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4505"}

@article{bb5861,
        AUTHOR = "Bai, Y. and Jiao, J. and Lou, Y.H. and Wu, S.S. and Liu, J. and Feng, X.T. and Duan, L.Y.",
        TITLE = "Dual-Tuning: Joint Prototype Transfer and Structure Regularization
for Compatible Feature Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7287-7298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4506"}

@article{bb5862,
        AUTHOR = "Ferreira, H.H. and Gastal, E.S.L.",
        TITLE = "Efficient 2D Tikhonov smoothness regularization with recursive
filtering",
        JOURNAL = PRL,
        VOLUME = "175",
        YEAR = "2023",
        PAGES = "95-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4507"}

@article{bb5863,
        AUTHOR = "de los Reyes, J.C.",
        TITLE = "Bilevel Imaging Learning Problems as Mathematical Programs with
Complementarity Constraints: Reformulation and Theory",
        JOURNAL = SIIMS,
        VOLUME = "16",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "1655-1686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4508"}

@article{bb5864,
        AUTHOR = "Li, Y.X. and Zhou, Q. and Jiang, W. and Tsui, K.L.",
        TITLE = "Optimal Composite Likelihood Estimation and Prediction for
Distributed Gaussian Process Modeling",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1134-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4509"}

@article{bb5865,
        AUTHOR = "Sampaio, R.A. and Dias Garcia, J. and Poggi, M. and Vidal, T.",
        TITLE = "Regularization and optimization in model-based clustering",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4510"}

@article{bb5866,
        AUTHOR = "Mondal, R. and Pal, T. and Dey, P.",
        TITLE = "Discriminative Regularized Input Manifold for multilayer perceptron",
        JOURNAL = PR,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4511"}

@article{bb5867,
        AUTHOR = "Ghosh, A. and McCann, M. and Mitchell, M. and Ravishankar, S.",
        TITLE = "Learning Sparsity-Promoting Regularizers Using Bilevel Optimization",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "31-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4512"}

@article{bb5868,
        AUTHOR = "Goujon, A. and Neumayer, S. and Unser, M.",
        TITLE = "Learning Weakly Convex Regularizers for Convergent
Image-Reconstruction Algorithms",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "91-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4513"}

@article{bb5869,
        AUTHOR = "Iyer, S.S. and Ong, F. and Cao, X.Z. and Liao, C. and Daniel, L. and Tamir, J.I. and Setsompop, K.",
        TITLE = "Polynomial Preconditioners for Regularized Linear Inverse Problems",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "116-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4514"}

@article{bb5870,
        AUTHOR = "Zhang, Z.W. and Xu, Z.Q.J.",
        TITLE = "Implicit Regularization of Dropout",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4206-4217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4515"}

@article{bb5871,
        AUTHOR = "Li, X.Y. and Hubmer, S. and Lu, S. and Ramlau, R.",
        TITLE = "Regularization of Linear Inverse Problems with Irregular Noise Using
Embedding Operators",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "4",
        PAGES = "2053-2075",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4516"}

@article{bb5872,
        AUTHOR = "Bubba, T.A. and Heikkila, T. and Labate, D. and Ratti, L.",
        TITLE = "Regularization with Optimal Space-Time Priors",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "1563-1600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4517"}

@article{bb5873,
        AUTHOR = "Wang, J. and Yao, C. and Lin, H.",
        TITLE = "Recurrent submatrix feature transfer collaborative filtering via
nuclear norm regularization",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4518"}

@article{bb5874,
        AUTHOR = "Xia, S. and Ng, M.K. and Zhang, X.J.",
        TITLE = "Low-Rank Tensor Learning by Generalized Nonconvex Regularization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5604-5619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4519"}

@article{bb5875,
        AUTHOR = "Cascarano, P. and Stacchio, L. and Sebastiani, A. and Benfenati, A. and Kamilov, U.S. and Marfia, G.",
        TITLE = "RELD: Regularization by Latent Denoising",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "2605-2609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4520"}

@article{bb5876,
        AUTHOR = "Bajpai, H. and Mittal, G. and Giri, A.K.",
        TITLE = "On the Convergence of the Iterative Regularization Method Assisted by
the Graph Laplacian with Early Stopping",
        JOURNAL = SIIMS,
        VOLUME = "19",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "643-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4521"}

@article{bb5877,
        AUTHOR = "Lobos, R.A. and Cavazos, J.S. and Nadakuditi, R.R. and Fessler, J.A.",
        TITLE = "Smooth Optimization Using Global and Local Low-Rank Regularizers",
        JOURNAL = SIIMS,
        VOLUME = "19",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "839-878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4522"}

@inproceedings{bb5878,
        AUTHOR = "Yang, Y.F. and Lee, W.J. and Zou, D. and Lerman, G.",
        TITLE = "Improving Hyperbolic Representations via Gromov-Wasserstein
Regularization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXII: 211-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4523"}

@inproceedings{bb5879,
        AUTHOR = "Nguyen, P. and Soubies, E. and Chaux, C.",
        TITLE = "Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2160-2164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4524"}

@inproceedings{bb5880,
        AUTHOR = "Katsuma, A. and Kyochi, S. and Ono, S. and Selesnick, I.",
        TITLE = "Epigraphically-Relaxed Linearly-Involved Generalized Moreau-Enhanced
Model for Layered Mixed Norm Regularization",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2240-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4525"}

@inproceedings{bb5881,
        AUTHOR = "Li, Z. and Wang, H.X. and Meng, D.Y.",
        TITLE = "Regularize implicit neural representation by itself",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10280-10288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4526"}

@inproceedings{bb5882,
        AUTHOR = "Mohammadi, K. and Zhao, H. and Zhai, M.Y. and Tung, F.",
        TITLE = "Ranking Regularization for Critical Rare Classes:
Minimizing False Positives at a High True Positive Rate",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15783-15792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4527"}

@inproceedings{bb5883,
        AUTHOR = "Chrysos, G.G. and Wang, B. and Deng, J.K. and Cevher, V.",
        TITLE = "Regularization of polynomial networks for image recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16123-16132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4528"}

@inproceedings{bb5884,
        AUTHOR = "Marrie, J. and Arbel, M. and Larlus, D. and Mairal, J.",
        TITLE = "SLACK: Stable Learning of Augmentations with Cold-Start and KL
Regularization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24306-24314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4529"}

@inproceedings{bb5885,
        AUTHOR = "Zhu, Z. and Pourtaherian, A. and Waeijen, L. and Bondarev, E. and Moreira, O.",
        TITLE = "STAR: Sparse Thresholded Activation under partial-Regularization for
Activation Sparsity Exploration",
        BOOKTITLE = ECV23,
        YEAR = "2023",
        PAGES = "4554-4563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4530"}

@inproceedings{bb5886,
        AUTHOR = "Oliveira, H.S. and Ribeiro, P.P. and Oliveira, H.P.",
        TITLE = "Evaluation of Regularization Techniques for Transformers-based Models",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "312-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4531"}

@inproceedings{bb5887,
        AUTHOR = "Islam, M. and Glocker, B.",
        TITLE = "Frequency Dropout:
Feature-level Regularization via Randomized Filtering",
        BOOKTITLE = MCV22,
        YEAR = "2022",
        PAGES = "281-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4532"}

@inproceedings{bb5888,
        AUTHOR = "Massart, E.",
        TITLE = "Orthogonal regularizers in deep learning:
How to handle rectangular matrices?",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1294-1299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4533"}

@inproceedings{bb5889,
        AUTHOR = "Xue, J.Q. and Zhang, B.",
        TITLE = "Adaptive Projected Clustering with Graph Regularization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3007-3013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4534"}

@inproceedings{bb5890,
        AUTHOR = "Laparra, V. and Hepburn, A. and Johnson, J.E. and Malo, J.",
        TITLE = "Orthonormal Convolutions for the Rotation Based Iterative
Gaussianization",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4018-4022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4535"}

@inproceedings{bb5891,
        AUTHOR = "Lee, D. and Lee, J. and Lee, J. and Lee, H. and Lee, M. and Woo, S. and Lee, S.Y.",
        TITLE = "Regularization Strategy for Point Cloud via Rigidly Mixed Sample",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15895-15904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4536"}

@inproceedings{bb5892,
        AUTHOR = "Cai, L.H. and An, Z. and Yang, C.G. and Xu, Y.J.",
        TITLE = "Softer Pruning, Incremental Regularization",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "224-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4537"}

@inproceedings{bb5893,
        AUTHOR = "Mayo, P. and Holmes, R. and Achim, A.",
        TITLE = "Iterative Cauchy Thresholding:
Regularisation With A Heavy-Tailed Prior",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2925-2929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4538"}

@inproceedings{bb5894,
        AUTHOR = "Osada, G. and Ahsan, B. and Bora, R.P. and Nishide, T.",
        TITLE = "Regularization with Latent Space Virtual Adversarial Training",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:565-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4539"}

@inproceedings{bb5895,
        AUTHOR = "Izadinia, H. and Garrigues, P.",
        TITLE = "ViSeR: Visual Self-Regularization",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4058-4063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4540"}

@inproceedings{bb5896,
        AUTHOR = "Yun, S. and Park, J. and Lee, K. and Shin, J.",
        TITLE = "Regularizing Class-Wise Predictions via Self-Knowledge Distillation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13873-13882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4541"}

@inproceedings{bb5897,
        AUTHOR = "Yuan, L. and Tay, F.E. and Li, G. and Wang, T. and Feng, J.",
        TITLE = "Revisiting Knowledge Distillation via Label Smoothing Regularization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "3902-3910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4542"}

@inproceedings{bb5898,
        AUTHOR = "Pal, A. and Lane, C. and Vidal, R. and Haeffele, B.D.",
        TITLE = "On the Regularization Properties of Structured Dropout",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7668-7676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4543"}

@inproceedings{bb5899,
        AUTHOR = "Yun, S. and Han, D. and Chun, S. and Oh, S.J. and Yoo, Y. and Choe, J.",
        TITLE = "CutMix: Regularization Strategy to Train Strong Classifiers With
Localizable Features",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6022-6031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4544"}

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