@article{bb116100,
        AUTHOR = "Gershman, S.J. and Frazier, P.I. and Blei, D.M.",
        TITLE = "Distance Dependent Infinite Latent Feature Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "334-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112370"}

@article{bb116101,
        AUTHOR = "Foti, N.J. and Williamson, S.A.",
        TITLE = "A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "359-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112371"}

@article{bb116102,
        AUTHOR = "Doshi Velez, F. and Pfau, D. and Wood, F. and Roy, N.",
        TITLE = "Bayesian Nonparametric Methods for Partially-Observable Reinforcement
Learning",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "394-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112372"}

@article{bb116103,
        AUTHOR = "Deisenroth, M.P. and Fox, D. and Rasmussen, C.E.",
        TITLE = "Gaussian Processes for Data-Efficient Learning in Robotics and
Control",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "408-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112373"}

@article{bb116104,
        AUTHOR = "Gilboa, E. and Saatci, Y. and Cunningham, J.P.",
        TITLE = "Scaling Multidimensional Inference for Structured Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "424-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112374"}

@article{bb116105,
        AUTHOR = "Orbanz, P. and Roy, D.M.",
        TITLE = "Bayesian Models of Graphs, Arrays and Other Exchangeable Random
Structures",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "437-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112375"}

@article{bb116106,
        AUTHOR = "Palla, K. and Knowles, D.A. and Ghahramani, Z.",
        TITLE = "Relational Learning and Network Modelling Using Infinite Latent
Attribute Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "462-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112376"}

@article{bb116107,
        AUTHOR = "Xu, Z. and Yan, F. and Qi, Y.",
        TITLE = "Bayesian Nonparametric Models for Multiway Data Analysis",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "475-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112377"}

@article{bb116108,
        AUTHOR = "Blomstedt, P. and Tang, J. and Xiong, J. and Granlund, C. and Corander, J.",
        TITLE = "A Bayesian Predictive Model for Clustering Data of Mixed Discrete and
Continuous Type",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "489-498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112378"}

@article{bb116109,
        AUTHOR = "Sun, S.J. and Zhong, P. and Xiao, H.T. and Wang, R.S.",
        TITLE = "Active Learning With Gaussian Process Classifier for Hyperspectral
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1746-1760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112379"}

@article{bb116110,
        AUTHOR = "Sun, L. and Toh, K.A. and Lin, Z.P.",
        TITLE = "A center sliding Bayesian binary classifier adopting orthogonal
polynomials",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "2013-2028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112380"}

@article{bb116111,
        AUTHOR = "Klarreich, E.",
        TITLE = "In Search of Bayesian Inference",
        JOURNAL = CACM,
        VOLUME = "58",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112381"}

@article{bb116112,
        AUTHOR = "Broumand, A. and Esfahani, M.S. and Yoon, B.J. and Dougherty, E.R.",
        TITLE = "Discrete optimal Bayesian classification with error-conditioned
sequential sampling",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3766-3782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112382"}

@article{bb116113,
        AUTHOR = "El Korso, M.N. and Boyer, R. and Larzabal, P. and Fleury, B.H.",
        TITLE = "Estimation Performance for the Bayesian Hierarchical Linear Model",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "488-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112383"}

@article{bb116114,
        AUTHOR = "Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Joint Data Filtering and Labeling Using Gaussian Processes and
Alternating Direction Method of Multipliers",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3059-3072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112384"}

@article{bb116115,
        AUTHOR = "Rohani, N. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Variational Gaussian process for multisensor classification problems",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "80-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112385"}

@article{bb116116,
        AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G.",
        TITLE = "Remote Sensing Image Classification With Large-Scale Gaussian
Processes",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1103-1114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112386"}

@article{bb116117,
        AUTHOR = "Svendsen, D.H. and Martino, L. and Camps Valls, G.",
        TITLE = "Active emulation of computer codes with Gaussian processes:
Application to remote sensing",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112387"}

@article{bb116118,
        AUTHOR = "Ruiz, P. and Morales Alvarez, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Learning from crowds with variational Gaussian processes",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "298-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112388"}

@inproceedings{bb116119,
        AUTHOR = "Ruiz, P. and Mateos, J. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Learning filters in Gaussian process classification problems",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2913-2917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112389"}

@inproceedings{bb116120,
        AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G. and Katsaggelos, A.K.",
        TITLE = "Passive millimeter wave image classification with large scale
Gaussian processes",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "370-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112390"}

@inproceedings{bb116121,
        AUTHOR = "Serra, J.G. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Bayesian logistic regression with sparse general representation prior
for multispectral image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1893-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112391"}

@article{bb116122,
        AUTHOR = "Tang, B. and Kay, S. and He, H. and Baggenstoss, P.M.",
        TITLE = "EEF: Exponentially Embedded Families with
Class-Specific Features for Classification",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "969-973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112392"}

@article{bb116123,
        AUTHOR = "Kong, G.G. and Jiang, L.X. and Li, C.Q.",
        TITLE = "Beyond accuracy:
Learning selective Bayesian classifiers with minimal test cost",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "165-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112393"}

@article{bb116124,
        AUTHOR = "Oneto, L. and Anguita, D. and Ridella, S.",
        TITLE = "PAC-bayesian analysis of distribution dependent priors:
tighter risk bounds and stability analysis",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "200-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112394"}

@article{bb116125,
        AUTHOR = "Oneto, L. and Ridella, S. and Anguita, D.",
        TITLE = "Differential privacy and generalization: Sharper bounds with
applications",
        JOURNAL = PRL,
        VOLUME = "89",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112395"}

@article{bb116126,
        AUTHOR = "Wong, T.T. and Liu, C.R.",
        TITLE = "An efficient parameter estimation method for generalized Dirichlet
priors in na´ve Bayesian classifiers with multinomial models",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "62-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112396"}

@article{bb116127,
        AUTHOR = "Darwish, S.M.",
        TITLE = "Combining firefly algorithm and Bayesian classifier:
New direction for automatic multilabel image annotation",
        JOURNAL = IET-IPR,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "763-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112397"}

@article{bb116128,
        AUTHOR = "Such, O. and Barreda, S.",
        TITLE = "Bayes covariant multi-class classification",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "99-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112398"}

@article{bb116129,
        AUTHOR = "Mariooryad, S. and Busso, C.",
        TITLE = "The Cost of Dichotomizing Continuous Labels for Binary Classification
Problems: Deriving a Bayesian-Optimal Classifier",
        JOURNAL = AffCom,
        VOLUME = "8",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "119-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112399"}

@article{bb116130,
        AUTHOR = "Pereyra, M.",
        TITLE = "Maximum-a-Posteriori Estimation with Bayesian Confidence Regions",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "285-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112400"}

@article{bb116131,
        AUTHOR = "Lazaro, M. and Hayes, M.H. and Figueiras Vidal, A.R.",
        TITLE = "Training neural network classifiers through Bayes risk minimization
applying unidimensional Parzen windows",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "204-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112401"}

@article{bb116132,
        AUTHOR = "Durmus, A. and Moulines, E. and Pereyra, M.",
        TITLE = "Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo:
When Langevin Meets Moreau",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "473-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112402"}

@article{bb116133,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Liew, A.W.C. and Wang, S.L.",
        TITLE = "Variational inference based bayes online classifiers with concept
drift adaptation",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "280-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112403"}

@article{bb116134,
        AUTHOR = "Zhao, T.Y. and Zhang, B.P. and He, M. and Zhang, W. and Zhou, N. and Yu, J. and Fan, J.P.",
        TITLE = "Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4740-4755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112404"}

@article{bb116135,
        AUTHOR = "Zhao, T.Y. and Chen, Q.Y. and Kuang, Z.Z. and Yu, J. and Zhang, W. and Fan, J.P.",
        TITLE = "Deep Mixture of Diverse Experts for Large-Scale Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1072-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112405"}

@article{bb116136,
        AUTHOR = "Zhao, Z.C. and Wang, X.D.",
        TITLE = "Multi-segments Na´ve Bayes classifier in likelihood space",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "882-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112406"}

@article{bb116137,
        AUTHOR = "Fan, W. and Bouguila, N. and Bourouis, S. and Laalaoui, Y.",
        TITLE = "Entropy-based variational Bayes learning framework for data clustering",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1762-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112407"}

@article{bb116138,
        AUTHOR = "Kandemir, M.",
        TITLE = "Variational closed-Form deep neural net inference",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "145-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112408"}

@article{bb116139,
        AUTHOR = "Lagrange, A. and Fauvel, M. and May, S. and Dobigeon, N.",
        TITLE = "Hierarchical Bayesian image analysis:
From low-level modeling to robust supervised learning",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112409"}

@article{bb116140,
        AUTHOR = "Wang, D. and Song, G. and Tan, X.Y.",
        TITLE = "Bayesian denoising hashing for robust image retrieval",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "134-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112410"}

@article{bb116141,
        AUTHOR = "Gezici, S. and Varshney, P.K.",
        TITLE = "On the Optimality of Likelihood Ratio Test for Prospect Theory-Based
Binary Hypothesis Testing",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1845-1849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112411"}

@article{bb116142,
        AUTHOR = "Xu, Y. and Hong, X. and Porikli, F.M. and Liu, X. and Chen, J. and Zhao, G.",
        TITLE = "Saliency Integration: An Arbitrator Model",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "98-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112412"}

@article{bb116143,
        AUTHOR = "Jiang, L.X. and Zhang, L.G. and Yu, L.J. and Wang, D.H.",
        TITLE = "Class-specific attribute weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "321-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112413"}

@article{bb116144,
        AUTHOR = "Ali, M. and Gao, J.B. and Antolovich, M.",
        TITLE = "Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5771-5784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112414"}

@article{bb116145,
        AUTHOR = "Kuang, W. and Chan, Y. and Tsang, S. and Siu, W.",
        TITLE = "Online-Learning-Based Bayesian Decision Rule for Fast Intra Mode and
CU Partitioning Algorithm in HEVC Screen Content Coding",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "170-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112415"}

@article{bb116146,
        AUTHOR = "Hassan, S.S. and Huttunen, H. and Niemi, J. and Tohka, J.",
        TITLE = "Bayesian receiver operating characteristic metric for linear
classifiers",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "52-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112416"}

@article{bb116147,
        AUTHOR = "Rademacher, P. and Wagner, K.",
        TITLE = "Efficient Bayesian Sequential Classification Under the Markov
Assumption for Various Loss Functions",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "401-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112417"}

@article{bb116148,
        AUTHOR = "Zhou, Q.P. and Yu, T.C. and Zhang, X.Q. and Li, J.L.",
        TITLE = "Bayesian Inference and Uncertainty Quantification for Medical Image
Reconstruction with Poisson Data",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "29-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112418"}

@article{bb116149,
        AUTHOR = "Kim, H.C. and Park, J.H. and Kim, D.W. and Lee, J.",
        TITLE = "Multilabel Na´ve Bayes classification considering label dependence",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "279-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112419"}

@article{bb116150,
        AUTHOR = "Zhang, H. and Jiang, L.X. and Yu, L.J.",
        TITLE = "Attribute and instance weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112420"}

@inproceedings{bb116151,
        AUTHOR = "Matuk, J. and Bharath, K. and Chkrebtii, O. and Kurtek, S.",
        TITLE = "Geometric empirical Bayesian model for classification of functional
data under diverse sampling regimes",
        BOOKTITLE = Diff-CVML21,
        YEAR = "2021",
        PAGES = "4429-4437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112421"}

@inproceedings{bb116152,
        AUTHOR = "Jalali, H. and Kasneci, G.",
        TITLE = "Aggregating Dependent Gaussian Experts in Local Approximation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9015-9022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112422"}

@inproceedings{bb116153,
        AUTHOR = "Berns, F. and Schmidt, K. and Bracht, I. and Beecks, C.",
        TITLE = "3CS Algorithm for Efficient Gaussian Process Model Retrieval",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1773-1780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112423"}

@inproceedings{bb116154,
        AUTHOR = "Carvalho, E.D.C. and Clark, R. and Nicastro, A. and Kelly, P.H.J.",
        TITLE = "Scalable Uncertainty for Computer Vision With Functional Variational
Inference",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12000-12010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112424"}

@inproceedings{bb116155,
        AUTHOR = "Kim, T. and Lee, J. and Choe, Y.",
        TITLE = "Tensor Train Decomposition for Efficient Memory Saving in Perceptual
Feature-Maps",
        BOOKTITLE = RSL-CV19,
        YEAR = "2019",
        PAGES = "599-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112425"}

@inproceedings{bb116156,
        AUTHOR = "de la Riva, M. and Mettes, P.",
        TITLE = "Bayesian 3D ConvNets for Action Recognition from Few Examples",
        BOOKTITLE = MDALC19,
        YEAR = "2019",
        PAGES = "1337-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112426"}

@inproceedings{bb116157,
        AUTHOR = "Krishnan, R. and Subedar, M. and Tickoo, O.",
        TITLE = "Efficient Priors for Scalable Variational Inference in Bayesian Deep
Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112427"}

@inproceedings{bb116158,
        AUTHOR = "Liu, Y.H. and Dong, W.Y. and Zhang, L. and Gong, D. and Shi, Q.",
        TITLE = "Variational Bayesian Dropout With a Hierarchical Prior",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7117-7126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112428"}

@inproceedings{bb116159,
        AUTHOR = "Nguyen, K. and Le, T. and Dinh, T.N. and Phung, D.",
        TITLE = "Bayesian Multi-Hyperplane Machine for Pattern Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "609-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112429"}

@inproceedings{bb116160,
        AUTHOR = "Pirayre, A. and Zheng, Y. and Duval, L. and Pesquet, J.C.",
        TITLE = "HOGMep: Variational Bayes and higher-order graphical models applied
to joint image recovery and segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3775-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112430"}

@inproceedings{bb116161,
        AUTHOR = "Dogadov, S. and Masegosa, A. and Nakajima, S.",
        TITLE = "Variational Robust Subspace Clustering with Mean Update Algorithm",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1792-1799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112431"}

@inproceedings{bb116162,
        AUTHOR = "Fathy, M.E. and Chellappa, R.",
        TITLE = "Image Set Classification Using Sparse Bayesian Regression",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "1187-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112432"}

@inproceedings{bb116163,
        AUTHOR = "Vogt, K. and Ostermann, J.",
        TITLE = "Soft Margin Bayes-Point-Machine Classification via Adaptive Direction
Sampling",
        BOOKTITLE = SCIA17,
        YEAR = "2017",
        PAGES = "I: 313-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112433"}

@inproceedings{bb116164,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Pham, X.C. and Liew, A.W.C. and Hu, Y.J. and Liang, T.C. and Li, C.T.",
        TITLE = "A Novel Online Bayes Classifier",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112434"}

@inproceedings{bb116165,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "AutoDIAL: Automatic Domain Alignment Layers",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5077-5085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112435"}

@inproceedings{bb116166,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:357-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112436"}

@inproceedings{bb116167,
        AUTHOR = "Kuzborskij, I. and Carlucci, F.M. and Caputo, B.",
        TITLE = "When Naive Bayes Nearest Neighbors Meet Convolutional Neural
Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2100-2109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112437"}

@inproceedings{bb116168,
        AUTHOR = "Kim, Y.D. and Jang, T. and Han, B. and Choi, S.",
        TITLE = "Learning to Select Pre-Trained Deep Representations with Bayesian
Evidence Framework",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5318-5326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112438"}

@inproceedings{bb116169,
        AUTHOR = "Maeda, T. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Multi-stage object classification featuring confidence analysis of
classifier and inclined local Naive Bayes nearest neighbor",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5177-5181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112439"}

@inproceedings{bb116170,
        AUTHOR = "Endo, T. and Kudo, M.",
        TITLE = "Weighted Na´ve Bayes Classifiers by Renyi Entropy",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:149-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112440"}

@inproceedings{bb116171,
        AUTHOR = "Cordella, L.P. and de Stefano, C.",
        TITLE = "A Weighted Majority Vote Strategy Using Bayesian Networks",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "II:219-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112441"}

@inproceedings{bb116172,
        AUTHOR = "Turkov, P. and Krasotkina, O. and Mottl, V.",
        TITLE = "The Bayesian logistic regression in pattern recognition problems under
concept drift",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2976-2979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112442"}

@inproceedings{bb116173,
        AUTHOR = "Aghajanian, J. and Warrell, J. and Prince, S.J.D. and Li, P. and Rohn, J.L. and Baum, B.",
        TITLE = "Patch-based within-object classification",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1125-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112443"}

@inproceedings{bb116174,
        AUTHOR = "Goswami, D. and Kalkan, S. and Kruger, N.",
        TITLE = "Bayesian Classification of Image Structures",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "676-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112444"}

@inproceedings{bb116175,
        AUTHOR = "Chandra, B. and Gupta, M. and Gupta, M.P.",
        TITLE = "Robust Approach for Estimating Probabilities in Naive-Bayes Classifier",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "11-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112445"}

@inproceedings{bb116176,
        AUTHOR = "Wang, W. and Wang, C.H. and Cui, X. and Wang, A.",
        TITLE = "A clustering algorithm combine the FCM algorithm with supervised
learning normal mixture model",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112446"}

@inproceedings{bb116177,
        AUTHOR = "Xuan, G.R. and Zhu, X.M. and Shi, Y.Q. and Chai, P.Q. and Cui, X. and Li, J.",
        TITLE = "A Novel Bayesian Classifier with Smaller Eigenvalues Reset by Threshold
Based on Given Database",
        BOOKTITLE = ICIAR07,
        YEAR = "2007",
        PAGES = "375-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112447"}

@inproceedings{bb116178,
        AUTHOR = "Okatani, T. and Deguchi, K.",
        TITLE = "Variational Bayes Based Approach to Robust Subspace Learning",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112448"}

@inproceedings{bb116179,
        AUTHOR = "Yuan, C. and Neubauer, C.",
        TITLE = "A Variational Bayesian Approach for Classification with Corrupted
Inputs",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112449"}

@inproceedings{bb116180,
        AUTHOR = "Phung, S.L. and Bouzerdoum, A. and Chai, D. and Watson, A.",
        TITLE = "Naive bayes face/nonface classifier: a study of preprocessing and
feature extraction techniques",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "II: 1385-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112450"}

@inproceedings{bb116181,
        AUTHOR = "Jeon, Y.J. and Choi, J.G. and Kim, J.I.",
        TITLE = "A Study on Supervised Classification of Remote Sensing Satellite Image
by Bayesian Algorithm Using Average Fuzzy Intracluster Distance",
        BOOKTITLE = IWCIA04,
        YEAR = "2004",
        PAGES = "597-606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112451"}

@inproceedings{bb116182,
        AUTHOR = "Jermyn, I.H.",
        TITLE = "On Bayesian Estimation in Manifolds",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112452"}

@inproceedings{bb116183,
        AUTHOR = "Mathis, C. and Breuel, T.",
        TITLE = "Classification using a hierarchical bayesian approach",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "IV: 103-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112453"}

@inproceedings{bb116184,
        AUTHOR = "Carvalho, P.C.P. and Santos, A. and Dourado, A. and Ribeiro, B.",
        TITLE = "Bayes information criterion for Tikhonov regularization with linear
constraints: application to spectral data estimation",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 696-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112454"}

@inproceedings{bb116185,
        AUTHOR = "Keren, D.",
        TITLE = "Painter identification using local features and naive bayes",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 474-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112455"}

@inproceedings{bb116186,
        AUTHOR = "Qi, Y. and Picard, R.W.",
        TITLE = "Context-sensitive Bayesian classifiers and application to mouse
pressure pattern classification",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 448-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112456"}

@inproceedings{bb116187,
        AUTHOR = "Ling, L.L. and Cavalcanti, H.M.",
        TITLE = "Fast and Efficient Feature Extraction Based on Bayesian Decision
Boundaries",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 390-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112457"}

@inproceedings{bb116188,
        AUTHOR = "Sze, L. and Leung, C.",
        TITLE = "Branch and Bound Algorithm for the Bayes Classifier",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 705-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT112458"}

@article{bb116189,
        AUTHOR = "Suau, P. and Escolano, F.",
        TITLE = "Bayesian optimization of the scale saliency filter",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1207-1218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112459"}

@inproceedings{bb116190,
        AUTHOR = "Suau, P. and Escolano, F.",
        TITLE = "Exploiting Information Theory for Filtering the Kadir Scale-Saliency
Detector",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 146-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112460"}

@inproceedings{bb116191,
        AUTHOR = "Suau, P. and Escolano, F.",
        TITLE = "Entropy Estimation and Multi-Dimensional Scale Saliency",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "678-681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112461"}

@inproceedings{bb116192,
        AUTHOR = "Suau, P. and Escolano, F.",
        TITLE = "A New Feasible Approach to Multi-dimensional Scale Saliency",
        BOOKTITLE = ACIVS09,
        YEAR = "2009",
        PAGES = "77-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112462"}

@inproceedings{bb116193,
        AUTHOR = "Suau, P. and Escolano, F.",
        TITLE = "Multi-dimensional Scale Saliency Feature Extraction Based on Entropic
Graphs",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "II: 170-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112463"}

@article{bb116194,
        AUTHOR = "Burduk, R.",
        TITLE = "Classifier fusion with interval-valued weights",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "14",
        PAGES = "1623-1629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112464"}

@inproceedings{bb116195,
        AUTHOR = "Burduk, R.",
        TITLE = "Probability Error in Bayes Optimal Classifier with Intuitionistic Fuzzy
Observations",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112465"}

@article{bb116196,
        AUTHOR = "Shahriari, B. and Swersky, K. and Wang, Z. and Adams, R.P. and de Freitas, N.",
        TITLE = "Taking the Human Out of the Loop: A Review of Bayesian Optimization",
        JOURNAL = PIEEE,
        VOLUME = "104",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "148-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112466"}

@article{bb116197,
        AUTHOR = "Cui, H. and Bai, J.",
        TITLE = "A new hyperparameters optimization method for convolutional neural
networks",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "828-834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112467"}

@article{bb116198,
        AUTHOR = "Tran, N. and Schneider, J.G. and Weber, I. and Qin, A.K.",
        TITLE = "Hyper-parameter optimization in classification: To-do or not-to-do",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112468"}

@article{bb116199,
        AUTHOR = "Tung, F. and Mori, G.",
        TITLE = "Deep Neural Network Compression by In-Parallel Pruning-Quantization",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "568-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT112469"}

Last update:Nov 1, 2021 at 09:26:50