@inproceedings{bb138200,
        AUTHOR = "Ni, K.S. and Nguyen, T.Q.",
        TITLE = "A model for image patch-based algorithms",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
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@inproceedings{bb138201,
        AUTHOR = "Leopold, T. and Kern Isberner, G. and Peters, G.",
        TITLE = "Combining Reinforcement Learning and Belief Revision:
A Learning System for Active Vision",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134219"}

@inproceedings{bb138202,
        AUTHOR = "Domke, J. and Karapurkar, A. and Aloimonos, Y.F.",
        TITLE = "Who killed the directed model?",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134220"}

@inproceedings{bb138203,
        AUTHOR = "Nomiya, H. and Uehara, K.",
        TITLE = "Multistrategical Approach in Visual Learning",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "I: 502-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134221"}

@inproceedings{bb138204,
        AUTHOR = "Zheng, Y. and Luo, S.W. and Lv, Z.",
        TITLE = "Control Double Inverted Pendulum by Reinforcement Learning with Double
CMAC Network",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 639-642",
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@inproceedings{bb138205,
        AUTHOR = "Autio, I. and Lindgren, J.T.",
        TITLE = "Online Learning of Discriminative Patterns from Unlimited Sequences of
Candidates",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 437-440",
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@inproceedings{bb138206,
        AUTHOR = "Maree, R. and Stevens, B. and Geurts, P. and Guern, Y. and Mack, P.",
        TITLE = "A machine learning approach for material detection in hyperspectral
images",
        BOOKTITLE = OTCBVS09,
        YEAR = "2009",
        PAGES = "106-111",
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@inproceedings{bb138207,
        AUTHOR = "Ernst, D. and Maree, R. and Wehenkel, L.",
        TITLE = "Reinforcement Learning with Raw Image Pixels as Input State",
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        YEAR = "2006",
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@inproceedings{bb138208,
        AUTHOR = "Laven, K. and Leishman, S. and Roweis, S.",
        TITLE = "A statistical learning approach to document image analysis",
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        YEAR = "2005",
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@inproceedings{bb138209,
        AUTHOR = "Mulligan, J. and Grudic, G.",
        TITLE = "Topological Mapping from Image Sequences",
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@inproceedings{bb138210,
        AUTHOR = "Xiong, H.L. and Swamy, M.N.S. and Ahmad, M.O.",
        TITLE = "Learning with the Optimized Data-Dependent Kernel",
        BOOKTITLE = LCV04,
        YEAR = "2004",
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@inproceedings{bb138211,
        AUTHOR = "Li, Y. and Shapiro, L.G. and Bilmes, J.A.",
        TITLE = "A Generative/Discriminative Learning Algorithm for Image Classification",
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        YEAR = "2005",
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@inproceedings{bb138212,
        AUTHOR = "Leitner, R.",
        TITLE = "Learning 3D Object Recognition from an Unlabelled and Unordered
Training Set",
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@inproceedings{bb138213,
        AUTHOR = "Leitner, R. and Bischof, H.",
        TITLE = "Recognition of 3D Objects by Learning from Correspondences in a
Sequence of Unlabeled Training Images",
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        YEAR = "2005",
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@inproceedings{bb138214,
        AUTHOR = "Munoz, X. and Bosch, A. and Marti, J. and Espunya, J.",
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@inproceedings{bb138215,
        AUTHOR = "Bekel, H. and Bax, I. and Heidemann, G. and Ritter, H.",
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@inproceedings{bb138216,
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@inproceedings{bb138217,
        AUTHOR = "Ko, J. and Kim, E. and Byun, H.R.",
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@inproceedings{bb138218,
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@inproceedings{bb138219,
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@inproceedings{bb138221,
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@inproceedings{bb138224,
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error and reject",
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@inproceedings{bb138226,
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        TITLE = "The analysis of a stochastic differential approach for langevine
comepetitive learning algorithm",
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@inproceedings{bb138227,
        AUTHOR = "Naphade, M.R. and Frey, B.J. and Chen, L. and Huang, T.S.",
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@inproceedings{bb138228,
        AUTHOR = "Hong, P. and Huang, T.S.",
        TITLE = "Learning to Extract Temporal Signal Patterns from Temporal Signal
Sequence",
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@inproceedings{bb138229,
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@inproceedings{bb138230,
        AUTHOR = "Sato, A.",
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@inproceedings{bb138231,
        AUTHOR = "Hansen, J.V. and Heskes, T.",
        TITLE = "General Bias/Variance Decomposition with Target Independent Variance of
Error Functions Derived from the Exponential Family of Distributions",
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@inproceedings{bb138232,
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Multiple Prototypes for Object Recognition",
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@inproceedings{bb138233,
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@inproceedings{bb138234,
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        AUTHOR = "Takeuchi, Y. and Gros, P. and Hebert, M. and Ikeuchi, K.",
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@inproceedings{bb138236,
        AUTHOR = "Brooks, R.A. and Grimson, W.E.L. and Poggio, T. and Koch, C. and Sodini, C. and Stein, L. and Yang, W.",
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@inproceedings{bb138237,
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@inproceedings{bb138238,
        AUTHOR = "Borga, M. and Knutsson, H. and Landelinus, T.",
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@inproceedings{bb138239,
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Using Improved Updating",
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@inproceedings{bb138241,
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Fast Computation of Homology Groups",
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@inproceedings{bb138242,
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@inproceedings{bb138243,
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@inproceedings{bb138247,
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@inproceedings{bb138248,
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@inproceedings{bb138251,
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@inproceedings{bb138252,
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Boolean formulas",
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@inproceedings{bb138253,
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@article{bb138254,
        AUTHOR = "Grim, J. and Somol, P. and Pudil, P.",
        TITLE = "Probabilistic neural network playing and learning Tic-Tac-Toe",
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        PAGES = "1866-1873",
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@article{bb138255,
        AUTHOR = "Xing, X.L. and Wang, K. and Lv, Z.W. and Zhou, Y. and Du, S.",
        TITLE = "Fusion of Local Manifold Learning Methods",
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        PAGES = "395-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134273"}

@article{bb138256,
        AUTHOR = "Yukawa, M. and Muller, K.R.",
        TITLE = "Why Does a Hilbertian Metric Work Efficiently in Online Learning With
Kernels?",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1424-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134274"}

@article{bb138257,
        AUTHOR = "Cao, X. and Liu, K.J.R.",
        TITLE = "A Graphical Evolutionary Game Approach to Social Learning",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "765-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134275"}

@article{bb138258,
        AUTHOR = "Mohr, F. and Wever, M. and Tornede, A. and Hullermeier, E.",
        TITLE = "Predicting Machine Learning Pipeline Runtimes in the Context of
Automated Machine Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3055-3066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134276"}

@article{bb138259,
        AUTHOR = "Liu, Z.Y. and Pavao, A. and Xu, Z. and Escalera, S. and Ferreira, F. and Guyon, I. and Hong, S. and Hutter, F. and Ji, R.R. and Junior, J.C.S.J. and Li, G. and Lindauer, M. and Luo, Z.P. and Madadi, M. and Nierhoff, T. and Niu, K. and Pan, C. and Stoll, D. and Treguer, S. and Wang, J. and Wang, P. and Wu, C.L. and Xiong, Y.C. and Zela, A. and Zhang, Y.",
        TITLE = "Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL
Challenge 2019",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3108-3125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134277"}

@article{bb138260,
        AUTHOR = "Sun, T. and Shen, H. and Chen, T.Y. and Li, D.S.",
        TITLE = "Adaptive Temporal Difference Learning With Linear Function
Approximation",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8812-8824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134278"}

@article{bb138261,
        AUTHOR = "Huijben, I.A.M. and Kool, W. and Paulus, M.B. and van Sloun, R.J.G.",
        TITLE = "A Review of the Gumbel-max Trick and its Extensions for Discrete
Stochasticity in Machine Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1353-1371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134279"}

@article{bb138262,
        AUTHOR = "Kato, H. and Hanada, H. and Takeuchi, I.",
        TITLE = "Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe
Screening",
        JOURNAL = PAMI,
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        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2330-2343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134280"}

@article{bb138263,
        AUTHOR = "Kuo, C.C.J. and Madni, A.M.",
        TITLE = "Green learning: Introduction, examples and outlook",
        JOURNAL = JVCIR,
        VOLUME = "90",
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134281"}

@inproceedings{bb138264,
        AUTHOR = "Ridnik, T. and Sharir, G. and Ben Cohen, A. and Ben Baruch, E. and Noy, A.",
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134282"}

@inproceedings{bb138265,
        AUTHOR = "Rica, E. and Alvarez, S. and Serratosa, F.",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134283"}

@inproceedings{bb138266,
        AUTHOR = "Sun, J. and Sow, D. and Hu, J.Y. and Ebadollahi, S.",
        TITLE = "Localized Supervised Metric Learning on Temporal Physiological Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4149-4152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134284"}

@inproceedings{bb138267,
        AUTHOR = "Fausser, S. and Schwenker, F.",
        TITLE = "Learning a Strategy with Neural Approximated Temporal-Difference
Methods in English Draughts",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2925-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134285"}

@inproceedings{bb138268,
        AUTHOR = "Joko, M. and Kawahara, Y. and Yairi, T.",
        TITLE = "Learning Non-linear Dynamical Systems by Alignment of Local Linear
Models",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1084-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134286"}

@inproceedings{bb138269,
        AUTHOR = "Shamili, A.S. and Bauckhage, C. and Alpcan, T.",
        TITLE = "Malware Detection on Mobile Devices Using Distributed Machine Learning",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4348-4351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134287"}

@inproceedings{bb138270,
        AUTHOR = "Khalili, A.H. and Wu, C. and Aghajan, H.",
        TITLE = "Hierarchical preference learning for light control from user feedback",
        BOOKTITLE = "CVPR4HB10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134288"}

@inproceedings{bb138271,
        AUTHOR = "Masri, M. and Ahmad, W.F.B.W. and Nordin, S.M. and Sulaiman, S.",
        TITLE = "The Effect of Visual of a Courseware towards Pre-University Students'
Learning in Literature",
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        PAGES = "822-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134289"}

@inproceedings{bb138272,
        AUTHOR = "Shafie, A.B. and Janier, J.B. and Ahmad, W.F.B.W.",
        TITLE = "Visual Learning in Application of Integration",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "832-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134290"}

@inproceedings{bb138273,
        AUTHOR = "Zainuddin, N.M.M. and Zaman, H.B. and Ahmad, A.",
        TITLE = "Learning Science Using AR Book:
A Preliminary Study on Visual Needs of Deaf Learners",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "844-855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134291"}

@inproceedings{bb138274,
        AUTHOR = "Cardellach, E. and Oliveras, S. and Rius, A.",
        TITLE = "GNSS Signal Interference Classified by Means of a Supervised Learning
Method Applied in the Time-Frequency Domain",
        BOOKTITLE = CISP09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134292"}

@inproceedings{bb138275,
        AUTHOR = "Liu, H.Y. and Liu, X.F.",
        TITLE = "Adaptive Piecewise Linear Predistorter Based on PSO and Indirect
Learning Architecture",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134293"}

@inproceedings{bb138276,
        AUTHOR = "Ning, H.Z. and Xu, W. and Zhou, Y. and Gong, Y.H. and Huang, T.S.",
        TITLE = "Temporal difference learning to detect unsafe system states",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134294"}

@inproceedings{bb138277,
        AUTHOR = "Murthy, C.A. and Das, M. and De, R.K. and Mukhopadhyay, S.",
        TITLE = "Determination of optimal metabolic pathways through a new learning
algorithm",
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        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT134295"}

@inproceedings{bb138278,
        AUTHOR = "Schwartz, S.R. and Wah, B.W.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134297"}

@book{bb138279,
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        TITLE = "Pattern Recognition and Machine Learning",
        PUBLISHER = "Plenum",
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@article{bb138280,
        AUTHOR = "Bhanu, B. and Poggio, T.",
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@article{bb138281,
        AUTHOR = "Bhanu, B. and Peng, J. and Huang, T. and Draper, B.",
        TITLE = "Introduction to the Special Issue on Learning in Computer Vision and
Pattern Recognition",
        JOURNAL = SMC-B,
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        YEAR = "2005",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134300"}

@book{bb138282,
        AUTHOR = "Vapnik, V.",
        TITLE = "The Nature of Statistical Learning Theory",
        PUBLISHER = "Springer-Verlag",
        YEAR = "1996",
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@book{bb138283,
        AUTHOR = "Vapnik, V.",
        TITLE = "Statistical Learning Theory",
        PUBLISHER = "Wiley",
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134302"}

@article{bb138284,
        AUTHOR = "Vapnik, V.",
        TITLE = "An overview of statistical learning theory",
        JOURNAL = TNN,
        VOLUME = "10",
        YEAR = "1999",
        NUMBER = "5",
        PAGES = "988-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134303"}

@article{bb138285,
        AUTHOR = "Dietterich, T.G.",
        TITLE = "Machine Learning Research: Four Current Directions",
        JOURNAL = "AI Magazine",
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "4",
        PAGES = "97-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134304"}

@article{bb138286,
        AUTHOR = "Poggio, T. and Shelton, C.R.",
        TITLE = "Machine Learning, Machine Vision, and the Brain",
        JOURNAL = AIMag,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "3",
        PAGES = "37-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134305"}

@article{bb138287,
        AUTHOR = "Petrou, M.",
        TITLE = "Learning in Pattern Recognition: Some Thoughts",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134306"}

@inproceedings{bb138288,
        AUTHOR = "Petrou, M.",
        TITLE = "Learning in Computer Vision: Some Thoughts",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134307"}

@article{bb138289,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "3D Scene interpretation by combining probability theory and logic:
The tower of knowledge",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1581-1596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134308"}

@inproceedings{bb138290,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "Learning Logic Rules for Scene Interpretation Based on Markov Logic
Networks",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 341-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134309"}

@inproceedings{bb138291,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "Recursive Tower of Knowledge for Learning to Interpret Scenes",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134310"}

@article{bb138292,
        AUTHOR = "Xu, M. and Wang, Z. and Petrou, M.",
        TITLE = "Tower of Knowledge for scene interpretation: A survey",
        JOURNAL = PRL,
        VOLUME = "48",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "42-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134311"}

@article{bb138293,
        AUTHOR = "Freeman, W.T. and Perona, P. and Scholkopf, B.",
        TITLE = "Guest Editorial Machine Learning for Vision",
        JOURNAL = IJCV,
        VOLUME = "77",
        YEAR = "2008",
        NUMBER = "1-3",
        MONTH = "May",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134312"}

@article{bb138294,
        AUTHOR = "Raducanu, B. and Vitria, J.",
        TITLE = "Learning to learn: From smart machines to intelligent machines",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1024-1032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134313"}

@inproceedings{bb138295,
        AUTHOR = "Raducanu, B. and Vitria, J.",
        TITLE = "Online Learning for Human-Robot Interaction",
        BOOKTITLE = Learning07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134314"}

@article{bb138296,
        AUTHOR = "Raducanu, B. and Vitria, J. and Leonardis, A.",
        TITLE = "Online pattern recognition and machine learning techniques for
computer-vision: Theory and applications",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1063-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134315"}

@article{bb138297,
        AUTHOR = "Ioannidou, A. and Chatzilari, E. and Nikolopoulos, S. and Kompatsiaris, I.",
        TITLE = "Deep Learning Advances in Computer Vision with 3D Data: A Survey",
        JOURNAL = Surveys,
        VOLUME = "50",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "Article No 20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134316"}

@article{bb138298,
        AUTHOR = "McCann, M.T. and Jin, K.H. and Unser, M.",
        TITLE = "Convolutional Neural Networks for Inverse Problems in Imaging:
A Review",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "85-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134317"}

@article{bb138299,
        AUTHOR = "Jin, K.H. and McCann, M.T. and Froustey, E. and Unser, M.",
        TITLE = "Deep Convolutional Neural Network for Inverse Problems in Imaging",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4509-4522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134318"}