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        TITLE = "Problem solving through imitation",
        JOURNAL = IVC,
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@article{bb108401,
        AUTHOR = "Larsson, F. and Jonsson, E. and Felsberg, M.",
        TITLE = "Simultaneously learning to recognize and control a low-cost robotic arm",
        JOURNAL = IVC,
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        PAGES = "1729-1739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104800"}

@article{bb108402,
        AUTHOR = "Jin, X.B. and Liu, C.L. and Hou, X.W.",
        TITLE = "Regularized margin-based conditional log-likelihood loss for prototype
learning",
        JOURNAL = PR,
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        PAGES = "2428-2438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104801"}

@inproceedings{bb108403,
        AUTHOR = "Jin, X.B. and Liu, C.L. and Hou, X.W.",
        TITLE = "Prototype learning with margin-based conditional log-likelihood loss",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104802"}

@book{bb108404,
        AUTHOR = "Zheng, N.N. and Xue, J.R.",
        TITLE = "Statistical Learning and Pattern Analysis for
Image and Video Processing",
        PUBLISHER = "Springer-Verlag",
        YEAR = "2009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104803"}

@article{bb108405,
        AUTHOR = "Wang, F.",
        TITLE = "A general learning framework using local and global regularization",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3120-3129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104804"}

@article{bb108406,
        AUTHOR = "Pavlidis, N.G. and Tasoulis, D.K. and Adams, N.M. and Hand, D.J.",
        TITLE = "lambda-Perceptron: An adaptive classifier for data streams",
        JOURNAL = PR,
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        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "78-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104805"}

@article{bb108407,
        AUTHOR = "Ross, G.J. and Adams, N.M. and Tasoulis, D.K. and Hand, D.J.",
        TITLE = "Exponentially weighted moving average charts for detecting concept
drift",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "191-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104806"}

@article{bb108408,
        AUTHOR = "Hand, D.J. and Tasoulis, D.K. and Adams, N.M. and Ross, G.J.",
        TITLE = "Exponentially weighted moving average charts for detecting concept
drift",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104806"}

@article{bb108409,
        AUTHOR = "Rossi, F. and Villa Vialaneix, N.",
        TITLE = "Consistency of functional learning methods based on derivatives",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1197-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104807"}

@article{bb108410,
        AUTHOR = "Xu, H. and Caramanis, C. and Mannor, S.",
        TITLE = "Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem",
        JOURNAL = PAMI,
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        YEAR = "2012",
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        MONTH = "January",
        PAGES = "187-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104808"}

@inproceedings{bb108411,
        AUTHOR = "Schaum, A.P.",
        TITLE = "CFAR fusion: A replacement for the generalized likelihood ratio test
for Neyman-Pearson problems",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104809"}

@article{bb108412,
        AUTHOR = "Wei, L.S. and Sang, N. and Wang, Y.H.",
        TITLE = "A biologically inspired object-based visual attention model",
        JOURNAL = AIR,
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        PAGES = "109-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104810"}

@inproceedings{bb108413,
        AUTHOR = "Sang, N. and Wei, L.S. and Wang, Y.H.",
        TITLE = "A Biologically-Inspired Top-Down Learning Model Based on Visual
Attention",
        BOOKTITLE = ICPR10,
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        PAGES = "3736-3739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104811"}

@article{bb108414,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Generalized batch mode active learning for face-based biometric
recognition",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104812"}

@inproceedings{bb108415,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Dynamic batch mode active learning",
        BOOKTITLE = CVPR11,
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        PAGES = "2649-2656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104813"}

@inproceedings{bb108416,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Learning from summaries of videos:
Applying batch mode active learning to face-based biometrics",
        BOOKTITLE = Biometrics10,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104814"}

@inproceedings{bb108417,
        AUTHOR = "Balasubramanian, V. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Generalized Query by Transduction for online active learning",
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@article{bb108418,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Sun, Q. and Panchanathan, S. and Ye, J.",
        TITLE = "Active Batch Selection via Convex Relaxations with Guaranteed
Solution Bounds",
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@inproceedings{bb108419,
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@article{bb108420,
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        TITLE = "Hierarchical spatiotemporal feature extraction using recurrent online
clustering",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104818"}

@article{bb108421,
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        TITLE = "Manifold learning by preserving distance orders",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104819"}

@article{bb108422,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Minor Surfaces are Boundaries of Mode-Based Clusters",
        JOURNAL = SPLetters,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104820"}

@article{bb108423,
        AUTHOR = "Ji, N.N. and Zhang, J.S. and Zhang, C.X.",
        TITLE = "A sparse-response deep belief network based on rate distortion theory",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104821"}

@article{bb108424,
        AUTHOR = "Zhang, H. and Yang, Z.R. and Oja, E.",
        TITLE = "Improving cluster analysis by co-initializations",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104822"}

@inproceedings{bb108425,
        AUTHOR = "Zhu, Z.X. and Yang, Z.R. and Oja, E.",
        TITLE = "Multiplicative Updates for Learning with Stochastic Matrices",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104823"}

@article{bb108426,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Large-Margin Multi-View Information Bottleneck",
        JOURNAL = PAMI,
        VOLUME = "36",
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        PAGES = "1559-1572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104824"}

@article{bb108427,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Multi-View Intact Space Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104825"}

@article{bb108428,
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        TITLE = "Cost-Sensitive Active Learning With Lookahead: Optimizing Field
Surveys for Remote Sensing Data Classification",
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        MONTH = "October",
        PAGES = "6652-6664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104826"}

@article{bb108429,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Structured Learning and Prediction in Computer Vision",
        JOURNAL = FTCGV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104827"}

@article{bb108430,
        AUTHOR = "Gu, Y.J. and Jin, Z. and Chiu, S.C.",
        TITLE = "Active learning combining uncertainty and diversity for multi-class
image classification",
        JOURNAL = IET-CV,
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        YEAR = "2015",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104828"}

@article{bb108431,
        AUTHOR = "Zhu, Y. and Wang, Z. and Gao, D.",
        TITLE = "Matrixized learning machine with modified pairwise constraints",
        JOURNAL = PR,
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104829"}

@article{bb108432,
        AUTHOR = "Tang, Y. and Yuan, Y.",
        TITLE = "Image Pair Analysis With Matrix-Value Operator",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2042-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104830"}

@article{bb108433,
        AUTHOR = "Zahalka, J. and Rudinac, S. and Worring, M.",
        TITLE = "Interactive Multimodal Learning for Venue Recommendation",
        JOURNAL = MultMed,
        VOLUME = "17",
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "2235-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104831"}

@article{bb108434,
        AUTHOR = "Zhou, Z.Z. and Zheng, W.S. and Hu, J.F. and Xu, Y. and You, J.",
        TITLE = "One-pass online learning: A local approach",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "346-357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104832"}

@article{bb108435,
        AUTHOR = "Maree, R. and Geurts, P. and Wehenkel, L.",
        TITLE = "Towards generic image classification using tree-based learning:
An extensive empirical study",
        JOURNAL = PRL,
        VOLUME = "74",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104833"}

@article{bb108436,
        AUTHOR = "Takigawa, I. and Mamitsuka, H.",
        TITLE = "Generalized Sparse Learning of Linear Models Over the Complete
Subgraph Feature Set",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "617-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104834"}

@article{bb108437,
        AUTHOR = "Lv, F.M. and Yang, G. and Zhu, W. and Liu, C.",
        TITLE = "Generative classification model for categorical data based on latent
Gaussian process",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "56-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104835"}

@article{bb108438,
        AUTHOR = "Li, Q. and Shi, X.S. and Zhou, L.F. and Bao, Z.F. and Guo, Z.H.",
        TITLE = "Active learning via local structure reconstruction",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "81-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104836"}

@article{bb108439,
        AUTHOR = "Wen, Z. and Hou, B. and Jiao, L.",
        TITLE = "Discriminative Nonlinear Analysis Operator Learning:
When Cosparse Model Meets Image Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3449-3462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104837"}

@article{bb108440,
        AUTHOR = "Chang, C.C. and Liao, B.H.",
        TITLE = "Active learning based on minimization of the expected path-length of
random walks on the learned manifold structure",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "337-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104838"}

@article{bb108441,
        AUTHOR = "Zhan, Y. and Ammar, H.B. and Taylor, M.E.",
        TITLE = "Scalable lifelong reinforcement learning",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "407-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104839"}

@article{bb108442,
        AUTHOR = "Nebot, A. and Binefa, X. and de Mantaras, R.L.",
        TITLE = "Special issue MLAAI: 
Machine learning and applications in artificial intelligence",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104840"}

@article{bb108443,
        AUTHOR = "Yu, J. and Mei, X. and Porikli, F.M. and Corso, J.J.",
        TITLE = "Machine learning for big visual analysis",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "929-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104841"}

@article{bb108444,
        AUTHOR = "Hou, C.P. and Zhou, Z.H.",
        TITLE = "One-Pass Learning with Incremental and Decremental Features",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2776-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104842"}

@article{bb108445,
        AUTHOR = "Ramezan, C.A. and Warner, T.A. and Maxwell, A.E.",
        TITLE = "Evaluation of Sampling and Cross-Validation Tuning Strategies for
Regional-Scale Machine Learning Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104843"}

@inproceedings{bb108446,
        AUTHOR = "Bhattacharya, A. and Chakraborty, S.",
        TITLE = "Active Learning with n-ary Queries for Image Recognition",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "800-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104844"}

@article{bb108447,
        AUTHOR = "Zhao, Y. and Shi, Z.H. and Zhang, J.Y. and Chen, D. and Gu, L.",
        TITLE = "A novel active learning framework for classification:
Using weighted rank aggregation to achieve multiple query criteria",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "581-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104845"}

@article{bb108448,
        AUTHOR = "Vieting, P.M. and de Lamare, R.C. and Martin, L. and Dartmann, G. and Schmeink, A.",
        TITLE = "Likelihood-Based Adaptive Learning in Stochastic State-Based Models",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1031-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104846"}

@inproceedings{bb108449,
        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#TT104847"}

@inproceedings{bb108450,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104848"}

@inproceedings{bb108451,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104849"}

@inproceedings{bb108452,
        AUTHOR = "Aljundi, R. and Kelchtermans, K. and Tuytelaars, T.",
        TITLE = "Task-Free Continual Learning",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "11246-11255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104850"}

@inproceedings{bb108453,
        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#TT104851"}

@inproceedings{bb108454,
        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",
        PAGES = "344-349",
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@inproceedings{bb108455,
        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{bb108456,
        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",
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@inproceedings{bb108457,
        AUTHOR = "Fong, R.C. and Vedaldi, A.",
        TITLE = "Interpretable Explanations of Black Boxes by Meaningful Perturbation",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3449-3457",
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@inproceedings{bb108458,
        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{bb108459,
        AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
        TITLE = "Transitive Invariance for Self-Supervised Visual Representation
Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
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@inproceedings{bb108460,
        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{bb108461,
        AUTHOR = "Ramicic, M. and Bonarini, A.",
        TITLE = "Entropy-based prioritized sampling in Deep Q-learning",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "1068-1072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104859"}

@inproceedings{bb108462,
        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#TT104860"}

@inproceedings{bb108463,
        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#TT104861"}

@inproceedings{bb108464,
        AUTHOR = "Zhang, C. and Kjellstrom, H.",
        TITLE = "How to Supervise Topic Models",
        BOOKTITLE = GMCV14,
        YEAR = "2014",
        PAGES = "500-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104862"}

@inproceedings{bb108465,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104863"}

@inproceedings{bb108466,
        AUTHOR = "Wang, Z.H. and Wang, X.Y. and Ji, Q.A.",
        TITLE = "Learning with Hidden Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "238-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104864"}

@inproceedings{bb108467,
        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#TT104865"}

@inproceedings{bb108468,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104866"}

@inproceedings{bb108469,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104867"}

@inproceedings{bb108470,
        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#TT104868"}

@inproceedings{bb108471,
        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#TT104869"}

@inproceedings{bb108472,
        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#TT104870"}

@inproceedings{bb108473,
        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#TT104871"}

@inproceedings{bb108474,
        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#TT104872"}

@inproceedings{bb108475,
        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#TT104873"}

@inproceedings{bb108476,
        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#TT104874"}

@inproceedings{bb108477,
        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#TT104875"}

@inproceedings{bb108478,
        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#TT104876"}

@inproceedings{bb108479,
        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#TT104877"}

@inproceedings{bb108480,
        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#TT104878"}

@inproceedings{bb108481,
        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#TT104879"}

@inproceedings{bb108482,
        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#TT104880"}

@inproceedings{bb108483,
        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#TT104881"}

@inproceedings{bb108484,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104882"}

@inproceedings{bb108485,
        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#TT104883"}

@inproceedings{bb108486,
        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#TT104884"}

@inproceedings{bb108487,
        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#TT104885"}

@inproceedings{bb108488,
        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#TT104886"}

@inproceedings{bb108489,
        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#TT104887"}

@inproceedings{bb108490,
        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#TT104888"}

@inproceedings{bb108491,
        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#TT104889"}

@inproceedings{bb108492,
        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#TT104890"}

@inproceedings{bb108493,
        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#TT104891"}

@inproceedings{bb108494,
        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",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104892"}

@inproceedings{bb108495,
        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",
        BOOKTITLE = AIPR07,
        YEAR = "2007",
        PAGES = "31-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104893"}

@inproceedings{bb108496,
        AUTHOR = "Gabrys, B.",
        TITLE = "Learning with Missing or Incomplete Data",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104894"}

@inproceedings{bb108497,
        AUTHOR = "Matwin, S.",
        TITLE = "Image Analysis and Machine Learning:
How to Foster a Stronger Connection?",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104895"}

@inproceedings{bb108498,
        AUTHOR = "Ni, K.S. and Nguyen, T.Q.",
        TITLE = "A model for image patch-based algorithms",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2588-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104896"}

@inproceedings{bb108499,
        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",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT104897"}

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