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        AUTHOR = "Liu, J.X. and Ni, B.B. and Li, C.Y. and Yang, J.C. and Tian, Q.",
        TITLE = "Dynamic Points Agglomeration for Hierarchical Point Sets Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
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@inproceedings{bb118301,
        AUTHOR = "Zhou, L.J. and Cui, P. and Yang, S.Q. and Zhu, W. and Tian, Q.",
        TITLE = "Learning to Learn Image Classifiers With Visual Analogy",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11489-11498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114549"}

@inproceedings{bb118302,
        AUTHOR = "Tian, K. and Xu, Y. and Zhou, S.G. and Guan, J.H.",
        TITLE = "Versatile Multiple Choice Learning and Its Application to Vision
Computing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6342-6350",
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@inproceedings{bb118303,
        AUTHOR = "Wu, Y. and Chen, Y.P. and Wang, L.J. and Ye, Y.C. and Liu, Z.C. and Guo, Y.D. and Fu, Y.",
        TITLE = "Large Scale Incremental Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "374-382",
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@inproceedings{bb118304,
        AUTHOR = "Elhoseiny, M. and Babiloni, F. and Aljundi, R. and Rohrbach, M. and Paluri, M. and Tuytelaars, T.",
        TITLE = "Exploring the Challenges Towards Lifelong Fact Learning",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "VI:66-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114552"}

@inproceedings{bb118305,
        AUTHOR = "Faria, F.A. and Sarkar, S.",
        TITLE = "A Graph-based Approach for Static Ensemble Selection in Remote
Sensing Image Analysis",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb118306,
        AUTHOR = "Guo, M. and Haque, A. and Huang, D.A. and Yeung, S. and Fei Fei, L.",
        TITLE = "Dynamic Task Prioritization for Multitask Learning",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 282-299",
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@inproceedings{bb118307,
        AUTHOR = "Rupprecht, C. and Laina, I. and di Pietro, R. and Baust, M.",
        TITLE = "Learning in an Uncertain World:
Representing Ambiguity Through Multiple Hypotheses",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3611-3620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114555"}

@inproceedings{bb118308,
        AUTHOR = "Doersch, C. and Zisserman, A.",
        TITLE = "Multi-task Self-Supervised Visual Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2070-2079",
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@inproceedings{bb118309,
        AUTHOR = "Goyal, P. and Mahajan, D. and Gupta, A. and Misra, I.",
        TITLE = "Scaling and Benchmarking Self-Supervised Visual Representation
Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6390-6399",
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@inproceedings{bb118310,
        AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
        TITLE = "Transitive Invariance for Self-Supervised Visual Representation
Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1338-1347",
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@inproceedings{bb118311,
        AUTHOR = "Adam, N.L. and Alzahri, F.B. and Soh, S.C. and Bakar, N.A. and Kamal, N.A.M.",
        TITLE = "Self-Regulated Learning and Online Learning: A Systematic Review",
        BOOKTITLE = IVIC17,
        YEAR = "2017",
        PAGES = "143-154",
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@inproceedings{bb118312,
        AUTHOR = "Ramicic, M. and Bonarini, A.",
        TITLE = "Entropy-based prioritized sampling in Deep Q-learning",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
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@inproceedings{bb118313,
        AUTHOR = "Cuevas, J.S. and Manzanares, E.M.",
        TITLE = "An Exploration Strategy for RL with Considerations of Budget and Risk",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "105-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114561"}

@inproceedings{bb118314,
        AUTHOR = "Zhang, C. and Kjellstrom, H. and Ek, C.H.",
        TITLE = "Inter-battery Topic Representation Learning",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VIII: 210-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114562"}

@inproceedings{bb118315,
        AUTHOR = "Zhang, C. and Kjellstrom, H.",
        TITLE = "How to Supervise Topic Models",
        BOOKTITLE = GMCV14,
        YEAR = "2014",
        PAGES = "500-515",
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@inproceedings{bb118316,
        AUTHOR = "Li, C.S. and Yang, L. and Liu, Q.S. and Meng, F.J. and Dong, W.S. and Wang, Y. and Xu, J.M.",
        TITLE = "Multiple-Output Regression with High-Order Structure Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3868-3873",
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@inproceedings{bb118317,
        AUTHOR = "Wang, Z.H. and Wang, X.Y. and Ji, Q.A.",
        TITLE = "Learning with Hidden Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "238-243",
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@inproceedings{bb118318,
        AUTHOR = "Aodha, O.M. and Stathopoulos, V. and Brostow, G.J. and Terry, M. and Girolami, M. and Jones, K.E.",
        TITLE = "Putting the Scientist in the Loop:
Accelerating Scientific Progress with Interactive Machine Learning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "9-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114566"}

@inproceedings{bb118319,
        AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
        TITLE = "A Graph Kernel Incorporating Molecule's Stereisomerism Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "631-636",
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@inproceedings{bb118320,
        AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
        TITLE = "Incorporating Molecule's Stereisomerism within the Machine Learning
Framework",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "12-21",
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@inproceedings{bb118321,
        AUTHOR = "Pahikkala, T.",
        TITLE = "Fast Gradient Computation for Learning with Tensor Product Kernels and
Sparse Training Labels",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "123-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114569"}

@inproceedings{bb118322,
        AUTHOR = "Orozco Alzate, M. and Duin, R.P.W. and Bicego, M.",
        TITLE = "Unsupervised Parameter Estimation of Non Linear Scaling for Improved
Classification in the Dissimilarity Space",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "74-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114570"}

@inproceedings{bb118323,
        AUTHOR = "Plasencia Calana, Y. and Orozco Alzate, M. and Garcia Reyes, E.B. and Duin, R.P.W.",
        TITLE = "Towards Cluster-Based Prototype Sets for Classification in the
Dissimilarity Space",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:294-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114571"}

@inproceedings{bb118324,
        AUTHOR = "Plasencia Calana, Y. and Garcia Reyes, E.B. and Duin, R.P.W. and Orozco Alzate, M.",
        TITLE = "On Using Asymmetry Information for Classification in Extended
Dissimilarity Spaces",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "503-510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114572"}

@inproceedings{bb118325,
        AUTHOR = "Duin, R.P.W. and Bicego, M. and Orozco Alzate, M. and Kim, S.W. and Loog, M.",
        TITLE = "Metric Learning in Dissimilarity Space for Improved Nearest Neighbor
Performance",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "183-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114573"}

@inproceedings{bb118326,
        AUTHOR = "Zhao, Y. and Yang, G.S. and Xu, X.N. and Ji, Q.A.",
        TITLE = "A near-optimal non-myopic active learning method",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1715-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114574"}

@inproceedings{bb118327,
        AUTHOR = "Blaschko, M.B. and Mittal, A. and Rahtu, E.",
        TITLE = "An O(nlogn) Cutting Plane Algorithm for Structured Output Ranking",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "132-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114575"}

@inproceedings{bb118328,
        AUTHOR = "Mittal, A. and Blaschko, M.B. and Zisserman, A. and Torr, P.H.S.",
        TITLE = "Taxonomic Multi-class Prediction and Person Layout Using Efficient
Structured Ranking",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 245-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114576"}

@inproceedings{bb118329,
        AUTHOR = "Park, K. and Gould, S.",
        TITLE = "On Learning Higher-Order Consistency Potentials for Multi-class Pixel
Labeling",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 202-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114577"}

@inproceedings{bb118330,
        AUTHOR = "Armando, C.S.E. and Cornelio, Y.M. and Jesus, F.N.",
        TITLE = "Significative Learning Using Alpha-beta Associative Memories",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "535-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114578"}

@inproceedings{bb118331,
        AUTHOR = "Chen, L. and Duan, L.X. and Tsang, I.W.H. and Xu, D.",
        TITLE = "Efficient Discriminative Learning of Class Hierarchy for Many Class
Prediction",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:274-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114579"}

@inproceedings{bb118332,
        AUTHOR = "Bonneau, R.J. and Bonneau, S.G.",
        TITLE = "Sparse linearized iterative coherence estimation (SLICE) and risk
assessment in image analysis",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114580"}

@inproceedings{bb118333,
        AUTHOR = "Pankov, S.",
        TITLE = "Learning Image Transformations without Training Examples",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "II: 168-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114581"}

@inproceedings{bb118334,
        AUTHOR = "Millan Giraldo, M. and Traver, V.J. and Sanchez, J.S.",
        TITLE = "On-Line Classification of Data Streams with Missing Values Based on
Reinforcement Learning",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "355-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114582"}

@inproceedings{bb118335,
        AUTHOR = "Du, R. and Wu, Q.A. and He, X.J. and Yang, J.",
        TITLE = "Object Categorization Based on a Supervised Mean Shift Algorithm",
        BOOKTITLE = ECCVDemos12,
        YEAR = "2012",
        PAGES = "III: 611-614",
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@inproceedings{bb118336,
        AUTHOR = "Engel, P.M. and Heinen, M.R.",
        TITLE = "Concept Formation Using Incremental Gaussian Mixture Models",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "128-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114584"}

@inproceedings{bb118337,
        AUTHOR = "Amores, J.",
        TITLE = "Vocabulary-Based Approaches for Multiple-Instance Data:
A Comparative Study",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4246-4250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114585"}

@inproceedings{bb118338,
        AUTHOR = "Jia, K. and Cheng, L. and Liu, N.J. and Wang, L.",
        TITLE = "Efficient Learning to Label Images",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "942-945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114586"}

@inproceedings{bb118339,
        AUTHOR = "Li, C.G. and Guo, J. and Zhang, H.G.",
        TITLE = "Local Sparse Representation Based Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "649-652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114587"}

@inproceedings{bb118340,
        AUTHOR = "Wojcik, K.",
        TITLE = "Inductive Learning Methods in the Simple Image Understanding System",
        BOOKTITLE = ICCVG10,
        YEAR = "2010",
        PAGES = "I: 97-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114588"}

@inproceedings{bb118341,
        AUTHOR = "Rottmann, A. and Burgard, W.",
        TITLE = "Learning Non-stationary System Dynamics Online Using Gaussian Processes",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "192-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114589"}

@inproceedings{bb118342,
        AUTHOR = "Wolf, L.B. and Manor, N.",
        TITLE = "Visual recognition using mappings that replicate margins",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "810-816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114590"}

@inproceedings{bb118343,
        AUTHOR = "Siddiquie, B. and Gupta, A.",
        TITLE = "Beyond active noun tagging:
Modeling contextual interactions for multi-class active learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2979-2986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114591"}

@inproceedings{bb118344,
        AUTHOR = "Lin, Y.Y. and Tsai, J.F. and Liu, T.L.",
        TITLE = "Efficient discriminative local learning for object recognition",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "598-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114592"}

@inproceedings{bb118345,
        AUTHOR = "Gupta, A. and Shi, J.B. and Davis, L.S.",
        TITLE = "A 'shape aware' model for semi-supervised learning
of objects and its context",
        BOOKTITLE = "NIPS08",
        YEAR = "2008",
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@inproceedings{bb118346,
        AUTHOR = "Armstrong, A. and Bock, P.",
        TITLE = "Using Tactic-Based Learning (formerly Mentoring) to Accelerate Recovery
of an Adaptive Learning System in a Changing Environment",
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        YEAR = "2007",
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@inproceedings{bb118347,
        AUTHOR = "Gabrys, B.",
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        YEAR = "2009",
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@inproceedings{bb118348,
        AUTHOR = "Matwin, S.",
        TITLE = "Image Analysis and Machine Learning:
How to Foster a Stronger Connection?",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "5",
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@inproceedings{bb118349,
        AUTHOR = "Ni, K.S. and Nguyen, T.Q.",
        TITLE = "A model for image patch-based algorithms",
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        YEAR = "2008",
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@inproceedings{bb118350,
        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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@inproceedings{bb118351,
        AUTHOR = "Domke, J. and Karapurkar, A. and Aloimonos, Y.",
        TITLE = "Who killed the directed model?",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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@inproceedings{bb118352,
        AUTHOR = "Nomiya, H. and Uehara, K.",
        TITLE = "Multistrategical Approach in Visual Learning",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
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@inproceedings{bb118353,
        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{bb118354,
        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{bb118355,
        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{bb118356,
        AUTHOR = "Ernst, D. and Maree, R. and Wehenkel, L.",
        TITLE = "Reinforcement Learning with Raw Image Pixels as Input State",
        BOOKTITLE = IWICPAS06,
        YEAR = "2006",
        PAGES = "446-454",
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@inproceedings{bb118357,
        AUTHOR = "Laven, K. and Leishman, S. and Roweis, S.",
        TITLE = "A statistical learning approach to document image analysis",
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        YEAR = "2005",
        PAGES = "I: 357-361",
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@inproceedings{bb118358,
        AUTHOR = "Mulligan, J. and Grudic, G.",
        TITLE = "Topological Mapping from Image Sequences",
        BOOKTITLE = LCV05,
        YEAR = "2005",
        PAGES = "III: 43-43",
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@inproceedings{bb118359,
        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{bb118360,
        AUTHOR = "Li, Y. and Shapiro, L.G. and Bilmes, J.A.",
        TITLE = "A Generative/Discriminative Learning Algorithm for Image Classification",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
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@inproceedings{bb118361,
        AUTHOR = "Leitner, R.",
        TITLE = "Learning 3D Object Recognition from an Unlabelled and Unordered
Training Set",
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        YEAR = "2007",
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@inproceedings{bb118362,
        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{bb118363,
        AUTHOR = "Munoz, X. and Bosch, A. and Marti, J. and Espunya, J.",
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        YEAR = "2005",
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@inproceedings{bb118364,
        AUTHOR = "Bekel, H. and Bax, I. and Heidemann, G. and Ritter, H.",
        TITLE = "Adaptive Computer Vision: Online Learning for Object Recognition",
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        YEAR = "2004",
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@inproceedings{bb118365,
        AUTHOR = "Qin, A.K. and Suganthan, P.N.",
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        YEAR = "2004",
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@inproceedings{bb118366,
        AUTHOR = "Ko, J. and Kim, E. and Byun, H.R.",
        TITLE = "Improved N-division output coding for multiclass learning problems",
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@inproceedings{bb118367,
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@inproceedings{bb118368,
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@inproceedings{bb118369,
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@inproceedings{bb118370,
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@inproceedings{bb118371,
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@inproceedings{bb118372,
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@inproceedings{bb118373,
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@inproceedings{bb118374,
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@inproceedings{bb118375,
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        TITLE = "The analysis of a stochastic differential approach for langevine
comepetitive learning algorithm",
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@inproceedings{bb118376,
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@inproceedings{bb118377,
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        TITLE = "Learning to Extract Temporal Signal Patterns from Temporal Signal
Sequence",
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@inproceedings{bb118378,
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@inproceedings{bb118379,
        AUTHOR = "Sato, A.",
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@inproceedings{bb118380,
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Error Functions Derived from the Exponential Family of Distributions",
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@inproceedings{bb118381,
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Multiple Prototypes for Object Recognition",
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@inproceedings{bb118399,
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