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@article{bb101313,
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@article{bb101315,
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@article{bb101316,
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@article{bb101318,
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@article{bb101319,
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@article{bb101320,
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@article{bb101324,
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@inproceedings{bb101327,
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@inproceedings{bb101328,
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@inproceedings{bb101329,
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@inproceedings{bb101330,
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@inproceedings{bb101331,
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@inproceedings{bb101332,
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@inproceedings{bb101333,
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@inproceedings{bb101334,
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@inproceedings{bb101335,
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@book{bb101336,
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@inproceedings{bb101338,
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@inproceedings{bb101340,
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@inproceedings{bb101341,
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@inproceedings{bb101361,
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@inproceedings{bb101363,
        AUTHOR = "Shapovalov, R. and Vetrov, D. and Osokin, A. and Kohli, P.",
        TITLE = "Multi-utility Learning: Structured-Output Learning with Multiple
Annotation-Specific Loss Functions",
        BOOKTITLE = EMMCVPR15,
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@inproceedings{bb101364,
        AUTHOR = "Schoeler, M. and Worgotter, F. and Kulvicius, T. and Papon, J.",
        TITLE = "Unsupervised Generation of Context-Relevant Training-Sets for Visual
Object Recognition Employing Multilinguality",
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@inproceedings{bb101365,
        AUTHOR = "Desai, C. and Eledath, J. and Sawhney, H. and Bansal, M.",
        TITLE = "De-correlating CNN Features for Generative Classification",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "428-435",
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@inproceedings{bb101366,
        AUTHOR = "Chatzilari, E. and Nikolopoulos, S. and Kompatsiaris, Y. and Kittler, J.V.",
        TITLE = "How many more images do we need? Performance prediction of
bootstrapping for image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4256-4260",
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@inproceedings{bb101367,
        AUTHOR = "Spehr, M. and Grottel, S. and Gumhold, S.",
        TITLE = "Wifbs: A Web-Based Image Feature Benchmark System",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "II: 159-170",
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@inproceedings{bb101368,
        AUTHOR = "Chellasamy, M. and Ty Ferre, P.A. and Humlekrog Greve, M.",
        TITLE = "Automatic Training Sample Selection for a Multi-Evidence Based Crop
Classification Approach",
        BOOKTITLE = Thematic14,
        YEAR = "2014",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97787"}

@inproceedings{bb101369,
        AUTHOR = "Plasencia Calana, Y. and Orozco Alzate, M. and Mendez Vazquez, H. and Garcia Reyes, E. and Duin, R.P.W.",
        TITLE = "Towards Scalable Prototype Selection by Genetic Algorithms with Fast
Criteria",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "343-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97788"}

@inproceedings{bb101370,
        AUTHOR = "Henriques, J.F. and Carreira, J. and Caseiro, R. and Batista, J.P.",
        TITLE = "Beyond Hard Negative Mining:
Efficient Detector Learning via Block-Circulant Decomposition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2760-2767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97789"}

@inproceedings{bb101371,
        AUTHOR = "Vahdat, A. and Mori, G.",
        TITLE = "Handling Uncertain Tags in Visual Recognition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "737-744",
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@inproceedings{bb101372,
        AUTHOR = "Wu, W.N. and Liu, Y. and Zeng, W. and Guo, M. and Wang, C. and Liu, X.Y.",
        TITLE = "Effective constructing training sets for object detection",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3377-3380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97791"}

@inproceedings{bb101373,
        AUTHOR = "Li, W.B. and Fritz, M.",
        TITLE = "Recognizing Materials from Virtual Examples",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 345-358",
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@inproceedings{bb101374,
        AUTHOR = "Castrillon Santana, M. and Hernandez Sosa, D. and Lorenzo Navarro, J.",
        TITLE = "Viola-Jones Based Detectors: How Much Affects the Training Set?",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "297-304",
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@inproceedings{bb101375,
        AUTHOR = "Hong, G.X. and Huang, C.L. and Hsu, S.C. and Tsai, C.H.",
        TITLE = "Optimal Training Set Selection for Video Annotation",
        BOOKTITLE = PSIVT10,
        YEAR = "2010",
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@inproceedings{bb101376,
        AUTHOR = "Hong, X.P. and Zhao, G.Y. and Ren, H. and Chen, X.L.",
        TITLE = "Efficient Boosted Weak Classifiers for Object Detection",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "205-214",
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@inproceedings{bb101377,
        AUTHOR = "Ren, H.Y. and Hong, X.P. and Heng, C.K. and Liang, L.H. and Chen, X.L.",
        TITLE = "A Sample Pre-mapping Method Enhancing Boosting for Object Detection",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3005-3008",
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@inproceedings{bb101378,
        AUTHOR = "Eaton, R. and Lowell, J. and Snorrason, M. and Irvine, J.M. and Mills, J.",
        TITLE = "Rapid training of image classifiers through adaptive, multi-frame
sampling method",
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        YEAR = "2008",
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@inproceedings{bb101379,
        AUTHOR = "Jia, Y.Q. and Salzmann, M. and Darrell, T.J.",
        TITLE = "Learning cross-modality similarity for multinomial data",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
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@inproceedings{bb101380,
        AUTHOR = "Christoudias, C.M. and Urtasun, R. and Salzmann, M. and Darrell, T.J.",
        TITLE = "Learning to Recognize Objects from Unseen Modalities",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
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@inproceedings{bb101381,
        AUTHOR = "Christoudias, C.M. and Urtasun, R. and Kapoorz, A. and Darrell, T.J.",
        TITLE = "Co-training with noisy perceptual observations",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2844-2851",
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@inproceedings{bb101382,
        AUTHOR = "Lapedriza, A. and Masip, D. and Vitria, J.",
        TITLE = "A Hierarchical Approach for Multi-task Logistic Regression",
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        YEAR = "2007",
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@inproceedings{bb101383,
        AUTHOR = "Sugiyama, M. and Blankertz, B. and Krauledat, M. and Dornhege, G. and Muller, K.R.",
        TITLE = "Importance-Weighted Cross-Validation for Covariate Shift",
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        YEAR = "2006",
        PAGES = "354-363",
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@inproceedings{bb101384,
        AUTHOR = "Kim, S.W.",
        TITLE = "On Using a Dissimilarity Representation Method to Solve the Small
Sample Size Problem for Face Recognition",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
        PAGES = "1174-1185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97803"}

@inproceedings{bb101385,
        AUTHOR = "Ren, J.L.",
        TITLE = "A Pattern Selection Algorithm Based on the Generalized Confidence",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 824-827",
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@inproceedings{bb101386,
        AUTHOR = "Cazes, T.B. and Feitosa, R.Q. and Mota, G.L.A.",
        TITLE = "Automatic Selection of Training Samples for Multitemporal Image
Classification",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
        PAGES = "II: 389-396",
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@inproceedings{bb101387,
        AUTHOR = "Yang, C.B. and Dong, M. and Fotouhi, F.",
        TITLE = "Learning the Semantics in Image Retrieval:
A Natural Language Processing Approach",
        BOOKTITLE = MMDE04,
        YEAR = "2004",
        PAGES = "137",
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@inproceedings{bb101388,
        AUTHOR = "Yang, C.B. and Dong, M. and Fotouhi, F.",
        TITLE = "Image Content Annotation Using Bayesian Framework and Complement
Components Analysis",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 1193-1196",
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@inproceedings{bb101389,
        AUTHOR = "Vazquez, F.D. and Salvador Sanchez, J. and Pla, F.",
        TITLE = "Learning and Forgetting with Local Information of New Objects",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "261-268",
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@inproceedings{bb101390,
        AUTHOR = "Vazquez, F.D. and Salvador Sanchez, J. and Pla, F.",
        TITLE = "A Stochastic Approach to Wilson's Editing Algorithm",
        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
        PAGES = "II:35",
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@inproceedings{bb101391,
        AUTHOR = "Angelova, A. and Abu Mostafa, Y. and Perona, P.",
        TITLE = "Pruning Training Sets for Learning of Object Categories",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "I: 494-501",
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@inproceedings{bb101392,
        AUTHOR = "Franco, A. and Maltoni, D. and Nanni, L.",
        TITLE = "Reward-punishment editing",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 424-427",
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@inproceedings{bb101393,
        AUTHOR = "Kuhl, A. and Kruger, L. and Wohler, C. and Kressel, U.",
        TITLE = "Training of classifiers using virtual samples only",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 418-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97812"}

@inproceedings{bb101394,
        AUTHOR = "Juszczak, P. and Duin, R.P.W.",
        TITLE = "Selective sampling based on the variation in label assignments",
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        YEAR = "2004",
        PAGES = "III: 375-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97813"}

@inproceedings{bb101395,
        AUTHOR = "Sprevak, D. and Azuaje, F. and Wang, H.",
        TITLE = "A non-random data sampling method for classification model assessment",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 406-409",
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@inproceedings{bb101396,
        AUTHOR = "Levin, A. and Viola, P.A. and Freund, Y.",
        TITLE = "Unsupervised improvement of visual detectors using co-training",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97815"}

@inproceedings{bb101397,
        AUTHOR = "Kim, D.S. and Lee, K.Y.",
        TITLE = "Training sequence size in clustering algorithms and averaging
single-particle images",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "II: 435-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97816"}

@inproceedings{bb101398,
        AUTHOR = "Johnson, A.Y. and Sun, J. and Bobick, A.F.",
        TITLE = "Using similarity scores from a small gallery to estimate recognition
performance for larger galleries",
        BOOKTITLE = AMFG03,
        YEAR = "2003",
        PAGES = "100-103",
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@inproceedings{bb101399,
        AUTHOR = "Paredes, R. and Vidal, E. and Keysers, D.",
        TITLE = "An evaluation of the WPE algorithm using tangent distance",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT97818"}

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