@article{bb103800,
        AUTHOR = "Pan, X.J. and Tang, F. and Dong, W.M. and Gu, Y. and Song, Z.C. and Meng, Y.P. and Xu, P.F. and Deussen, O. and Xu, C.S.",
        TITLE = "Self-Supervised Feature Augmentation for Large Image Object Detection",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6745-6758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100186"}

@article{bb103801,
        AUTHOR = "Takahashi, R. and Matsubara, T. and Uehara, K.",
        TITLE = "Data Augmentation Using Random Image Cropping and Patching for Deep
CNNs",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2917-2931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100187"}

@inproceedings{bb103802,
        AUTHOR = "Richardson, T.W. and Wu, W.C. and Lin, L. and Xu, B. 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#TT100188"}

@inproceedings{bb103803,
        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#TT100189"}

@inproceedings{bb103804,
        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#TT100190"}

@inproceedings{bb103805,
        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#TT100191"}

@inproceedings{bb103806,
        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#TT100192"}

@inproceedings{bb103807,
        AUTHOR = "Lee, J. and Zaheer, M.Z. and Astrid, M. and Lee, S.",
        TITLE = "SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust
Classifiers",
        BOOKTITLE = DeepVision20,
        YEAR = "2020",
        PAGES = "3264-3274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100193"}

@inproceedings{bb103808,
        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#TT100194"}

@inproceedings{bb103809,
        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#TT100195"}

@inproceedings{bb103810,
        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#TT100196"}

@inproceedings{bb103811,
        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#TT100197"}

@inproceedings{bb103812,
        AUTHOR = "Mayer, C. and Timofte, R.",
        TITLE = "Adversarial Sampling for Active Learning",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3060-3068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100198"}

@inproceedings{bb103813,
        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#TT100199"}

@inproceedings{bb103814,
        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#TT100200"}

@inproceedings{bb103815,
        AUTHOR = "Tang, Z.Q. and Peng, X. and Li, T.F. and Zhu, Y. and Metaxas, D.",
        TITLE = "AdaTransform: Adaptive Data Transformation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2998-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100201"}

@inproceedings{bb103816,
        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#TT100202"}

@inproceedings{bb103817,
        AUTHOR = "Chen, W. and Tian, L. and Fan, L. and Wang, Y.",
        TITLE = "Augmentation Invariant Training",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "2963-2971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100203"}

@inproceedings{bb103818,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100204"}

@inproceedings{bb103819,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100205"}

@inproceedings{bb103820,
        AUTHOR = "Fong, R.",
        TITLE = "Occlusions for Effective Data Augmentation in Image Classification",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4158-4166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100206"}

@inproceedings{bb103821,
        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#TT100207"}

@inproceedings{bb103822,
        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",
        PAGES = "127-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100208"}

@inproceedings{bb103823,
        AUTHOR = "Yu, A. and Grauman, K.",
        TITLE = "Thinking Outside the Pool: Active Training Image Creation for Relative
Attributes",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "708-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100209"}

@inproceedings{bb103824,
        AUTHOR = "Cubuk, E.D. and Zoph, B. and Mane, D. and Vasudevan, V. and Le, Q.V.",
        TITLE = "AutoAugment: Learning Augmentation Strategies From Data",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "113-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100210"}

@inproceedings{bb103825,
        AUTHOR = "Luo, Z.X. and Shen, T. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S. and Fang, T. and Quan, L.",
        TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2522-2531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100211"}

@inproceedings{bb103826,
        AUTHOR = "Alipourfard, T. and Arefi, H.",
        TITLE = "Virtual Training Sample Generation by Generative Adversarial Networks
for Hyperspectral Images Classification",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100212"}

@inproceedings{bb103827,
        AUTHOR = "Hoffmann, D.T. and Tzionas, D. and Black, M.J. and Tang, S.",
        TITLE = "Learning to Train with Synthetic Humans",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "609-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100213"}

@inproceedings{bb103828,
        AUTHOR = "Chen, Z. and Huang, Y. and Wang, L.",
        TITLE = "Augmented Visual-Semantic Embeddings for Image and Sentence Matching",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "290-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100214"}

@inproceedings{bb103829,
        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",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:568-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100215"}

@inproceedings{bb103830,
        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",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:214-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100216"}

@inproceedings{bb103831,
        AUTHOR = "Aguilar, E. and Radeva, P.",
        TITLE = "Class-Conditional Data Augmentation Applied to Image Classification",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100217"}

@inproceedings{bb103832,
        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",
        BOOKTITLE = VLEASE18,
        YEAR = "2018",
        PAGES = "I:505-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100218"}

@inproceedings{bb103833,
        AUTHOR = "Liu, S.J. and Ostadabbas, S.",
        TITLE = "A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines",
        BOOKTITLE = HBU18,
        YEAR = "2018",
        PAGES = "II:395-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100219"}

@inproceedings{bb103834,
        AUTHOR = "Milz, S. and Rudiger, T. and Suss, S.",
        TITLE = "Aerial GANeration: Towards Realistic Data Augmentation Using
Conditional GANs",
        BOOKTITLE = CVUAV18,
        YEAR = "2018",
        PAGES = "II:59-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100220"}

@inproceedings{bb103835,
        AUTHOR = "Patel, V. and Mujumdar, N. and Balasubramanian, P. and Marvaniya, S. and Mittal, A.",
        TITLE = "Data Augmentation Using Part Analysis for Shape Classification",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1223-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100221"}

@inproceedings{bb103836,
        AUTHOR = "Summers, C. and Dinneen, M.J.",
        TITLE = "Improved Mixed-Example Data Augmentation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1262-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100222"}

@inproceedings{bb103837,
        AUTHOR = "Behpour, S. and Kitani, K. and Ziebart, B.",
        TITLE = "ADA: Adversarial Data Augmentation for Object Detection",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1243-1252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100223"}

@inproceedings{bb103838,
        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",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2269-2276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100224"}

@inproceedings{bb103839,
        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#TT100225"}

@inproceedings{bb103840,
        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
Training",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "910-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100226"}

@inproceedings{bb103841,
        AUTHOR = "Shi, H. and Wang, L. and Ding, G. and Yang, F. and Li, X.",
        TITLE = "Data Augmentation with Improved Generative Adversarial Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "73-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100227"}

@inproceedings{bb103842,
        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#TT100228"}

@inproceedings{bb103843,
        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",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "IX: 731-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100229"}

@inproceedings{bb103844,
        AUTHOR = "Liu, B. and Wang, X.D. and Dixit, M. and Kwitt, R. and Vasconcelos, N.",
        TITLE = "Feature Space Transfer for Data Augmentation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9090-9098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100230"}

@inproceedings{bb103845,
        AUTHOR = "Merchant, A. and Syed, T. and Khan, B. and Munir, R.",
        TITLE = "Appearance-based data augmentation for image datasets using contrast
preserving sampling",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1235-1240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100231"}

@inproceedings{bb103846,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100232"}

@inproceedings{bb103847,
        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",
        PAGES = "498-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT100233"}

@inproceedings{bb103848,
        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#TT100234"}

@inproceedings{bb103849,
        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#TT100235"}

@inproceedings{bb103850,
        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#TT100236"}

@article{bb103851,
        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#TT100237"}

@article{bb103852,
        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#TT100238"}

@inproceedings{bb103853,
        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#TT100239"}

@inproceedings{bb103854,
        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#TT100240"}

@article{bb103855,
        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",
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@inproceedings{bb103856,
        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",
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@article{bb103857,
        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",
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@article{bb103858,
        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#TT100244"}

@article{bb103859,
        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",
        PAGES = "2240-2243",
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@article{bb103860,
        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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        NUMBER = "6",
        MONTH = "June",
        PAGES = "2086-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT100246"}

@article{bb103861,
        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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@article{bb103865,
        AUTHOR = "Baghshah, M.S. and Shouraki, S.B.",
        TITLE = "Non-linear metric learning using pairwise similarity and dissimilarity
constraints and the geometrical structure of data",
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@inproceedings{bb103866,
        AUTHOR = "Babagholami Mohamadabadi, B. and Roostaiyan, S.M. and Zarghami, A. and Baghshah, M.S.",
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A Bayesian Non-parametric Approach",
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@article{bb103867,
        AUTHOR = "Geng, B. and Tao, D.C. and Xu, C.",
        TITLE = "DAML: Domain Adaptation Metric Learning",
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@inproceedings{bb103869,
        AUTHOR = "Geng, B. and Xu, C. and Tao, D.C. and Yang, L.J. and Hua, X.S.",
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        TITLE = "Distance metric learning by minimal distance maximization",
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        TITLE = "Image Set Based Face Recognition Using Self-Regularized Non-Negative
Coding and Adaptive Distance Metric Learning",
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@article{bb103872,
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semi-supervised assumptions",
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@article{bb103873,
        AUTHOR = "Assi, K.C. and Labelle, H. and Cheriet, F.",
        TITLE = "Modified Large Margin Nearest Neighbor Metric Learning for Regression",
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@article{bb103874,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "Transfer metric learning for action similarity using high-level
semantics",
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@inproceedings{bb103875,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "What to Transfer? High-Level Semantics in Transfer Metric Learning
for Action Similarity",
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@article{bb103876,
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        TITLE = "Distance metric learning for soft subspace clustering in composite
kernel space",
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@article{bb103877,
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@inproceedings{bb103878,
        AUTHOR = "Dai, S.L. and Man, H.",
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in the Wild",
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@article{bb103879,
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        TITLE = "Constrained Metric Learning by Permutation Inducing Isometries",
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@article{bb103880,
        AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
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Quadruplets of Images",
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@inproceedings{bb103881,
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@inproceedings{bb103882,
        AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
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@inproceedings{bb103883,
        AUTHOR = "Law, M.T. and Yu, Y. and Cord, M. and Xing, E.P.",
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Clustering",
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@article{bb103884,
        AUTHOR = "Liong, V.E. and Lu, J. and Tan, Y.P. and Zhou, J.",
        TITLE = "Deep Coupled Metric Learning for Cross-Modal Matching",
        JOURNAL = MultMed,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT100270"}

@article{bb103885,
        AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
        TITLE = "No fuss metric learning, a Hilbert space scenario",
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@article{bb103886,
        AUTHOR = "Zhang, Z. and Crawford, M.M.",
        TITLE = "A Batch-Mode Regularized Multimetric Active Learning Framework for
Classification of Hyperspectral Images",
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@article{bb103887,
        AUTHOR = "Lu, J.W. and Hu, J.L. and Zhou, J.",
        TITLE = "Deep Metric Learning for Visual Understanding: An Overview of Recent
Advances",
        JOURNAL = SPMag,
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        NUMBER = "6",
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@article{bb103888,
        AUTHOR = "Noh, Y.K. and Zhang, B.T. and Lee, D.D.",
        TITLE = "Generative Local Metric Learning for Nearest Neighbor Classification",
        JOURNAL = PAMI,
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@article{bb103889,
        AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
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@article{bb103890,
        AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.",
        TITLE = "Efficient multi-modal geometric mean metric learning",
        JOURNAL = PR,
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        NUMBER = "1",
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@article{bb103891,
        AUTHOR = "Li, J.H. and Wang, C.D. and Li, P.Z. and Lai, J.H.",
        TITLE = "Discriminative metric learning for multi-view graph partitioning",
        JOURNAL = PR,
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@article{bb103892,
        AUTHOR = "Zhai, D.M. and Liu, X.M. and Chang, H. and Zhen, Y. and Chen, X.L. and Guo, M. and Gao, W.",
        TITLE = "Parametric Local Multiview Hamming Distance Metric Learning",
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        NUMBER = "1",
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@article{bb103893,
        AUTHOR = "Li, W.B. and Gao, Y. and Wang, L. and Zhou, L.P. and Huo, J. and Shi, Y.H.",
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@article{bb103894,
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@inproceedings{bb103895,
        AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
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@article{bb103896,
        AUTHOR = "Gong, Z. and Zhong, P. and Yu, Y. and Hu, W.",
        TITLE = "Diversity-Promoting Deep Structural Metric Learning for Remote
Sensing Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT100282"}

@article{bb103897,
        AUTHOR = "Wang, D. and Tan, X.",
        TITLE = "Robust Distance Metric Learning via Bayesian Inference",
        JOURNAL = IP,
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@article{bb103898,
        AUTHOR = "Sui, X.P.L. and Xu, L. and Qian, X.N. and Liu, T.",
        TITLE = "Convex clustering with metric learning",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT100284"}

@article{bb103899,
        AUTHOR = "Nguyen, B. and De Baets, B.",
        TITLE = "An approach to supervised distance metric learning based on
difference of convex functions programming",
        JOURNAL = PR,
        VOLUME = "81",
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