@inproceedings{bb127000,
        AUTHOR = "Olut, S. and Shen, Z.Y. and Xu, Z.L. and Gerber, S. and Niethammer, M.",
        TITLE = "Adversarial Data Augmentation via Deformation Statistics",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 643-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123079"}

@inproceedings{bb127001,
        AUTHOR = "Chu, P. and Bian, X. and Liu, S.P. and Ling, H.B.",
        TITLE = "Feature Space Augmentation for Long-tailed Data",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 694-710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123080"}

@inproceedings{bb127002,
        AUTHOR = "Bernal, E.A.",
        TITLE = "Training Deep Generative Models in Highly Incomplete Data Scenarios
with Prior Regularization",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2631-2641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123081"}

@inproceedings{bb127003,
        AUTHOR = "Richardson, T.W. and Wu, W.C. and Lin, L. and Xu, B.L. and Bernal, E.A.",
        TITLE = "McFlow: Monte Carlo Flow Models for Data Imputation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14193-14202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123082"}

@inproceedings{bb127004,
        AUTHOR = "Koutilya, P.N.V.R. and Zhou, H. and Jacobs, D.",
        TITLE = "SharinGAN: Combining Synthetic and Real Data for Unsupervised
Geometry Estimation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13971-13980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123083"}

@inproceedings{bb127005,
        AUTHOR = "Hoffer, E. and Ben Nun, T. and Hubara, I. and Giladi, N. and Hoefler, T. and Soudry, D.",
        TITLE = "Augment Your Batch: Improving Generalization Through Instance
Repetition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8126-8135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123084"}

@inproceedings{bb127006,
        AUTHOR = "Jaipuria, N. and Zhang, X. and Bhasin, R. and Arafa, M. and Chakravarty, P. and Shrivastava, S. and Manglani, S. and Murali, V.N.",
        TITLE = "Deflating Dataset Bias Using Synthetic Data Augmentation",
        BOOKTITLE = DeepVision20,
        YEAR = "2020",
        PAGES = "3344-3353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123085"}

@inproceedings{bb127007,
        AUTHOR = "Kushwaha, A. and Gupta, S. and Bhanushali, A. and Dastidar, T.R.",
        TITLE = "Rapid Training Data Creation by Synthesizing Medical Images for
Classification and Localization",
        BOOKTITLE = Microscopy20,
        YEAR = "2020",
        PAGES = "4272-4279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123086"}

@inproceedings{bb127008,
        AUTHOR = "Cubuk, E.D. and Zoph, B. and Shlens, J. and Le, Q.V.",
        TITLE = "Randaugment: Practical automated data augmentation with a reduced
search space",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3008-3017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123087"}

@inproceedings{bb127009,
        AUTHOR = "Luo, C. and Zhu, Y. and Jin, L. and Wang, Y.",
        TITLE = "Learn to Augment: Joint Data Augmentation and Network Optimization
for Text Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13743-13752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123088"}

@inproceedings{bb127010,
        AUTHOR = "Smith, P. and Ricanek, K.",
        TITLE = "Mitigating Algorithmic Bias:
Evolving an Augmentation Policy that is Non-Biasing",
        BOOKTITLE = WACVWS20,
        YEAR = "2020",
        PAGES = "90-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123089"}

@inproceedings{bb127011,
        AUTHOR = "Mordido, G. and Yang, H. and Meinel, C.",
        TITLE = "microbatchGAN: Stimulating Diversity with Multi-Adversarial
Discrimination",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3050-3059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123090"}

@inproceedings{bb127012,
        AUTHOR = "Kar, A. and Prakash, A. and Liu, M. and Cameracci, E. and Yuan, J. and Rusiniak, M. and Acuna, D. and Torralba, A. and Fidler, S.",
        TITLE = "Meta-Sim: Learning to Generate Synthetic Datasets",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4550-4559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123091"}

@inproceedings{bb127013,
        AUTHOR = "Bello, I. and Zoph, B. and Le, Q. and Vaswani, A. and Shlens, J.",
        TITLE = "Attention Augmented Convolutional Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3285-3294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123092"}

@inproceedings{bb127014,
        AUTHOR = "Tang, Z.Q. and Peng, X. and Li, T.F. and Zhu, Y.Z. and Metaxas, D.N.",
        TITLE = "AdaTransform: Adaptive Data Transformation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2998-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123093"}

@inproceedings{bb127015,
        AUTHOR = "Noguchi, A. and Harada, T.",
        TITLE = "Image Generation From Small Datasets via Batch Statistics Adaptation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2750-2758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123094"}

@inproceedings{bb127016,
        AUTHOR = "Chen, W. and Tian, L. and Fan, L. and Wang, Y.",
        TITLE = "Augmentation Invariant Training",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "2963-2971",
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@inproceedings{bb127017,
        AUTHOR = "Lin, C. and Guo, M. and Li, C. and Yuan, X. and Wu, W. and Yan, J. and Lin, D. and Ouyang, W.",
        TITLE = "Online Hyper-Parameter Learning for Auto-Augmentation Strategy",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6578-6587",
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@inproceedings{bb127018,
        AUTHOR = "Hinterstoisser, S. and Pauly, O. and Heibel, H. and Martina, M. and Bokeloh, M.",
        TITLE = "An Annotation Saved is an Annotation Earned:
Using Fully Synthetic Training for Object Detection",
        BOOKTITLE = R6D19,
        YEAR = "2019",
        PAGES = "2787-2796",
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@inproceedings{bb127019,
        AUTHOR = "Fong, R.",
        TITLE = "Occlusions for Effective Data Augmentation in Image Classification",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4158-4166",
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@inproceedings{bb127020,
        AUTHOR = "Carlucci, F.M. and Russo, P. and Tommasi, T. and Caputo, B.",
        TITLE = "Hallucinating Agnostic Images to Generalize Across Domains",
        BOOKTITLE = TASKCV19,
        YEAR = "2019",
        PAGES = "3227-3234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123099"}

@inproceedings{bb127021,
        AUTHOR = "Hong, S.E. and Kang, S.I. and Cho, D.H.",
        TITLE = "Patch-Level Augmentation for Object Detection in Aerial Images",
        BOOKTITLE = VisDrone19,
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123100"}

@inproceedings{bb127022,
        AUTHOR = "Yu, A. and Grauman, K.",
        TITLE = "Thinking Outside the Pool: Active Training Image Creation for Relative
Attributes",
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        YEAR = "2019",
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@inproceedings{bb127023,
        AUTHOR = "Cubuk, E.D. and Zoph, B. and Mane, D. and Vasudevan, V. and Le, Q.V.",
        TITLE = "AutoAugment: Learning Augmentation Strategies From Data",
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@inproceedings{bb127024,
        AUTHOR = "Luo, Z.X. and Shen, T.W. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S.W. and Fang, T. and Quan, L.",
        TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context",
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@inproceedings{bb127025,
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for Hyperspectral Images Classification",
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@inproceedings{bb127026,
        AUTHOR = "Hoffmann, D.T. and Tzionas, D. and Black, M.J. and Tang, S.",
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@inproceedings{bb127027,
        AUTHOR = "Chen, Z. and Huang, Y. and Wang, L.",
        TITLE = "Augmented Visual-Semantic Embeddings for Image and Sentence Matching",
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@inproceedings{bb127028,
        AUTHOR = "Dou, Y.M. and Yu, X.R. and Li, J.P.",
        TITLE = "Feature GANs: A Model for Data Enhancement and Sample Balance of
Foreign Object Detection in High Voltage Transmission Lines",
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@inproceedings{bb127029,
        AUTHOR = "Bongini, P. and del Chiaro, R. and Bagdanov, A.D. and del Bimbo, A.",
        TITLE = "GADA: Generative Adversarial Data Augmentation for Image Quality
Assessment",
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@inproceedings{bb127030,
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        TITLE = "Class-Conditional Data Augmentation Applied to Image Classification",
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        YEAR = "2019",
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@inproceedings{bb127031,
        AUTHOR = "Carlson, A. and Skinner, K.A. and Vasudevan, R. and Johnson Roberson, M.",
        TITLE = "Modeling Camera Effects to Improve Visual Learning from Synthetic Data",
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@inproceedings{bb127032,
        AUTHOR = "Liu, S.J. and Ostadabbas, S.",
        TITLE = "A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines",
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        YEAR = "2018",
        PAGES = "II:395-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123111"}

@inproceedings{bb127033,
        AUTHOR = "Milz, S. and Rudiger, T. and Suss, S.",
        TITLE = "Aerial GANeration: Towards Realistic Data Augmentation Using
Conditional GANs",
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@inproceedings{bb127034,
        AUTHOR = "Patel, V. and Mujumdar, N. and Balasubramanian, P. and Marvaniya, S. and Mittal, A.",
        TITLE = "Data Augmentation Using Part Analysis for Shape Classification",
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        YEAR = "2019",
        PAGES = "1223-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123113"}

@inproceedings{bb127035,
        AUTHOR = "Summers, C. and Dinneen, M.J.",
        TITLE = "Improved Mixed-Example Data Augmentation",
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        YEAR = "2019",
        PAGES = "1262-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123114"}

@inproceedings{bb127036,
        AUTHOR = "Behpour, S. and Kitani, K. and Ziebart, B.",
        TITLE = "ADA: Adversarial Data Augmentation for Object Detection",
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123115"}

@inproceedings{bb127037,
        AUTHOR = "Pang, K.K. and Dong, M.Z. and Wu, Y. and Hospedales, T.M.",
        TITLE = "Dynamic Ensemble Active Learning:
A Non-Stationary Bandit with Expert Advice",
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        YEAR = "2018",
        PAGES = "2269-2276",
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@inproceedings{bb127038,
        AUTHOR = "Beluch, W.H. and Genewein, T. and Nurnberger, A. and Kohler, J.M.",
        TITLE = "The Power of Ensembles for Active Learning in Image Classification",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9368-9377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123117"}

@inproceedings{bb127039,
        AUTHOR = "Gasparetto, A. and Ressi, D. and Bergamasco, F. and Pistellato, M. and Cosmo, L. and Boschetti, M. and Ursella, E. and Albarelli, A.",
        TITLE = "Cross-Dataset Data Augmentation for Convolutional Neural Networks
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        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "910-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123118"}

@inproceedings{bb127040,
        AUTHOR = "Shi, H.J. and Wang, L. and Ding, G.T. and Yang, F.L. and Li, X.Q.",
        TITLE = "Data Augmentation with Improved Generative Adversarial Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "73-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123119"}

@inproceedings{bb127041,
        AUTHOR = "Liu, X. and Zou, Y. and Kong, L. and Diao, Z. and Yan, J. and Wang, J. and Li, S. and Jia, P. and You, J.",
        TITLE = "Data Augmentation via Latent Space Interpolation for Image
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "728-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123120"}

@inproceedings{bb127042,
        AUTHOR = "Huang, S.W. and Lin, C.T. and Chen, S.P. and Wu, Y.Y. and Hsu, P.H. and Lai, S.H.",
        TITLE = "AugGAN: Cross Domain Adaptation with GAN-Based Data Augmentation",
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        YEAR = "2018",
        PAGES = "IX: 731-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123121"}

@inproceedings{bb127043,
        AUTHOR = "Liu, B. and Wang, X.D. and Dixit, M. and Kwitt, R. and Vasconcelos, N.M.",
        TITLE = "Feature Space Transfer for Data Augmentation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9090-9098",
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@inproceedings{bb127044,
        AUTHOR = "Merchant, A. and Syed, T. and Khan, B. and Munir, R.",
        TITLE = "Appearance-based data augmentation for image datasets using contrast
preserving sampling",
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        PAGES = "1235-1240",
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@inproceedings{bb127045,
        AUTHOR = "Elezi, I. and Torcinovich, A. and Vascon, S. and Pelillo, M.",
        TITLE = "Transductive Label Augmentation for Improved Deep Network Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1432-1437",
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@inproceedings{bb127046,
        AUTHOR = "Nguyen, T.D. and Nguyen, V. and Le, T. and Phung, D.",
        TITLE = "Distributed data augmented support vector machine on Spark",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb127047,
        AUTHOR = "d'Innocente, A. and Carlucci, F.M. and Colosi, M. and Caputo, B.",
        TITLE = "Bridging Between Computer and Robot Vision Through Data Augmentation:
A Case Study on Object Recognition",
        BOOKTITLE = CVS17,
        YEAR = "2017",
        PAGES = "384-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123126"}

@inproceedings{bb127048,
        AUTHOR = "Wong, S.C. and Gatt, A. and Stamatescu, V. and McDonnell, M.D.",
        TITLE = "Understanding Data Augmentation for Classification: When to Warp?",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123127"}

@inproceedings{bb127049,
        AUTHOR = "Fawzi, A. and Samulowitz, H. and Turaga, D. and Frossard, P.",
        TITLE = "Adaptive data augmentation for image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3688-3692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123128"}

@article{bb127050,
        AUTHOR = "Yeung, D.Y. and Chang, H.",
        TITLE = "Extending the relevant component analysis algorithm for metric learning
using both positive and negative equivalence constraints",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1007-1010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123129"}

@article{bb127051,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally linear metric adaptation with application to semi-supervised
clustering and image retrieval",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1253-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123130"}

@inproceedings{bb127052,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Stepwise Metric Adaptation Based on Semi-Supervised Learning for
Boosting Image Retrieval Performance",
        BOOKTITLE = BMVC05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123131"}

@inproceedings{bb127053,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally Smooth Metric Learning with Application to Image Retrieval",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123132"}

@article{bb127054,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Kernel-based distance metric learning for content-based image retrieval",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "695-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123133"}

@inproceedings{bb127055,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Graph Laplacian Kernels for Object Classification from a Single Example",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 2011-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123134"}

@article{bb127056,
        AUTHOR = "Chang, H. and Yeung, D.Y. and Cheung, W.K.",
        TITLE = "Relaxational metric adaptation and its application to semi-supervised
clustering and content-based image retrieval",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1905-1917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123135"}

@article{bb127057,
        AUTHOR = "Lebanon, G.",
        TITLE = "Metric Learning for Text Documents",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123136"}

@article{bb127058,
        AUTHOR = "Zhang, W. and Xue, X.Y. and Lu, H. and Guo, Y.F.",
        TITLE = "Discriminant neighborhood embedding for classification",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123137"}

@article{bb127059,
        AUTHOR = "Zhang, W. and Xue, X.Y. and Sun, Z.C. and Lu, H. and Guo, Y.F.",
        TITLE = "Metric learning by discriminant neighborhood embedding",
        JOURNAL = PR,
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        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2086-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123138"}

@article{bb127060,
        AUTHOR = "Liu, R.S. and Lin, Z.C. and Su, Z.X. and Tang, K.W.",
        TITLE = "Feature extraction by learning Lorentzian metric tensor and its
extensions",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "10",
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        PAGES = "3298-3306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123139"}

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