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        TITLE = "AutoAugment: Learning Augmentation Strategies From Data",
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@inproceedings{bb136301,
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        TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context",
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@inproceedings{bb136302,
        AUTHOR = "Alipourfard, T. and Arefi, H.",
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for Hyperspectral Images Classification",
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@inproceedings{bb136303,
        AUTHOR = "Hoffmann, D.T. and Tzionas, D. and Black, M.J. and Tang, S.",
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        BOOKTITLE = GCPR19,
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@inproceedings{bb136304,
        AUTHOR = "Chen, Z. and Huang, Y. and Wang, L.",
        TITLE = "Augmented Visual-Semantic Embeddings for Image and Sentence Matching",
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@inproceedings{bb136305,
        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{bb136306,
        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{bb136307,
        AUTHOR = "Aguilar, E. and Radeva, P.",
        TITLE = "Class-Conditional Data Augmentation Applied to Image Classification",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
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@inproceedings{bb136308,
        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,
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@inproceedings{bb136309,
        AUTHOR = "Liu, S.J. and Ostadabbas, S.",
        TITLE = "A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines",
        BOOKTITLE = HBU18,
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@inproceedings{bb136310,
        AUTHOR = "Milz, S. and Rudiger, T. and Suss, S.",
        TITLE = "Aerial GANeration: Towards Realistic Data Augmentation Using
Conditional GANs",
        BOOKTITLE = CVUAV18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132320"}

@inproceedings{bb136311,
        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,
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@inproceedings{bb136312,
        AUTHOR = "Summers, C. and Dinneen, M.J.",
        TITLE = "Improved Mixed-Example Data Augmentation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
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@inproceedings{bb136313,
        AUTHOR = "Behpour, S. and Kitani, K. and Ziebart, B.",
        TITLE = "ADA: Adversarial Data Augmentation for Object Detection",
        BOOKTITLE = WACV19,
        YEAR = "2019",
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@inproceedings{bb136314,
        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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@inproceedings{bb136315,
        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,
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@inproceedings{bb136316,
        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",
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@inproceedings{bb136317,
        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",
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@inproceedings{bb136318,
        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#TT132328"}

@inproceedings{bb136319,
        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",
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@inproceedings{bb136320,
        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",
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@inproceedings{bb136321,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132331"}

@inproceedings{bb136322,
        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",
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@inproceedings{bb136323,
        AUTHOR = "Nguyen, T.D. and Nguyen, V. and Le, T. and Phung, D.",
        TITLE = "Distributed data augmented support vector machine on Spark",
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        YEAR = "2016",
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@inproceedings{bb136324,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132334"}

@inproceedings{bb136325,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132335"}

@inproceedings{bb136326,
        AUTHOR = "Fawzi, A. and Samulowitz, H. and Turaga, D. and Frossard, P.",
        TITLE = "Adaptive data augmentation for image classification",
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        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132336"}

@article{bb136327,
        AUTHOR = "Yeung, D.Y. and Chang, H.",
        TITLE = "Extending the relevant component analysis algorithm for metric learning
using both positive and negative equivalence constraints",
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@article{bb136328,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally linear metric adaptation with application to semi-supervised
clustering and image retrieval",
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        VOLUME = "39",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132338"}

@inproceedings{bb136329,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Stepwise Metric Adaptation Based on Semi-Supervised Learning for
Boosting Image Retrieval Performance",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132339"}

@inproceedings{bb136330,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally Smooth Metric Learning with Application to Image Retrieval",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132340"}

@article{bb136331,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Kernel-based distance metric learning for content-based image retrieval",
        JOURNAL = IVC,
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        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132341"}

@inproceedings{bb136332,
        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#TT132342"}

@article{bb136333,
        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#TT132343"}

@article{bb136334,
        AUTHOR = "Lebanon, G.",
        TITLE = "Metric Learning for Text Documents",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "497-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132344"}

@article{bb136335,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132345"}

@article{bb136336,
        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,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2086-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132346"}

@article{bb136337,
        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,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3298-3306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132347"}

@article{bb136338,
        AUTHOR = "Fu, Y. and Li, Z. and Huang, T.S. and Katsaggelos, A.K.",
        TITLE = "Locally adaptive subspace and similarity metric learning for visual
data clustering and retrieval",
        JOURNAL = CVIU,
        VOLUME = "110",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "390-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132348"}

@article{bb136339,
        AUTHOR = "Sun, S.L.",
        TITLE = "Local within-class accuracies for weighting individual outputs in
multiple classifier systems",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "119-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132349"}

@article{bb136340,
        AUTHOR = "Yin, X.S. and Chen, S.C. and Hu, E.L. and Zhang, D.Q.",
        TITLE = "Semi-supervised clustering with metric learning:
An adaptive kernel method",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1320-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132350"}

@article{bb136341,
        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",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2982-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132351"}

@inproceedings{bb136342,
        AUTHOR = "Babagholami Mohamadabadi, B. and Roostaiyan, S.M. and Zarghami, A. and Baghshah, M.S.",
        TITLE = "Multi-Modal Distance Metric Learning:
A Bayesian Non-parametric Approach",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "63-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132352"}

@article{bb136343,
        AUTHOR = "Geng, B. and Tao, D.C. and Xu, C.",
        TITLE = "DAML: Domain Adaptation Metric Learning",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2980-2989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132353"}

@article{bb136344,
        AUTHOR = "Geng, B. and Tao, D.C. and Xu, C. and Yang, L.J. and Hua, X.S.",
        TITLE = "Ensemble Manifold Regularization",
        JOURNAL = PAMI,
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        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1227-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132354"}

@inproceedings{bb136345,
        AUTHOR = "Geng, B. and Xu, C. and Tao, D.C. and Yang, L.J. and Hua, X.S.",
        TITLE = "Ensemble manifold regularization",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2396-2402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132355"}

@article{bb136346,
        AUTHOR = "Yu, Y.L. and Jiang, J.Y. and Zhang, L.M.",
        TITLE = "Distance metric learning by minimal distance maximization",
        JOURNAL = PR,
        VOLUME = "44",
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "639-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132356"}

@article{bb136347,
        AUTHOR = "Mian, A.S. and Hu, Y.Q. and Hartley, R.I. and Owens, R.A.",
        TITLE = "Image Set Based Face Recognition Using Self-Regularized Non-Negative
Coding and Adaptive Distance Metric Learning",
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        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "5252-5262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132357"}

@article{bb136348,
        AUTHOR = "Wang, Q.Y. and Yuen, P.C. and Feng, G.C.",
        TITLE = "Semi-supervised metric learning via topology preserving multiple
semi-supervised assumptions",
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        YEAR = "2013",
        NUMBER = "9",
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        PAGES = "2576-2587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132358"}

@article{bb136349,
        AUTHOR = "Assi, K.C. and Labelle, H. and Cheriet, F.",
        TITLE = "Modified Large Margin Nearest Neighbor Metric Learning for Regression",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "3",
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        PAGES = "292-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132359"}

@article{bb136350,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "Transfer metric learning for action similarity using high-level
semantics",
        JOURNAL = PRL,
        VOLUME = "72",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "82-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132360"}

@inproceedings{bb136351,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "What to Transfer? High-Level Semantics in Transfer Metric Learning
for Action Similarity",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2775-2780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132361"}

@article{bb136352,
        AUTHOR = "Wang, J. and Deng, Z.H. and Choi, K.S. and Jiang, Y.Z. and Luo, X.Q. and Chung, F.L. and Wang, S.T.",
        TITLE = "Distance metric learning for soft subspace clustering in composite
kernel space",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132362"}

@article{bb136353,
        AUTHOR = "Dai, S.L. and Man, H.",
        TITLE = "Statistical adaptive metric learning in visual action feature set
recognition",
        JOURNAL = IVC,
        VOLUME = "55, Part 2",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "138-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132363"}

@inproceedings{bb136354,
        AUTHOR = "Dai, S.L. and Man, H.",
        TITLE = "Statistical Adaptive Metric Learning for Action Feature Set Recognition
in the Wild",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "I: 657-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132364"}

@article{bb136355,
        AUTHOR = "Bosveld, J. and Mahmood, A. and Huynh, D.Q. and Noakes, L.",
        TITLE = "Constrained Metric Learning by Permutation Inducing Isometries",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "92-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132365"}

@article{bb136356,
        AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
        TITLE = "Learning a Distance Metric from Relative Comparisons between
Quadruplets of Images",
        JOURNAL = IJCV,
        VOLUME = "121",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "65-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132366"}

@inproceedings{bb136357,
        AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
        TITLE = "Fantope Regularization in Metric Learning",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1051-1058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132367"}

@inproceedings{bb136358,
        AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
        TITLE = "Quadruplet-Wise Image Similarity Learning",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "249-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132368"}

@inproceedings{bb136359,
        AUTHOR = "Law, M.T. and Yu, Y. and Cord, M. and Xing, E.P.",
        TITLE = "Closed-Form Training of Mahalanobis Distance for Supervised
Clustering",
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        AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
        TITLE = "Distance metric learning for pattern recognition",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132372"}

@article{bb136363,
        AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.W.",
        TITLE = "Efficient multi-modal geometric mean metric learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132373"}

@article{bb136364,
        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",
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        VOLUME = "75",
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132374"}

@article{bb136365,
        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",
        JOURNAL = PR,
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        YEAR = "2018",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132375"}

@article{bb136366,
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        TITLE = "OPML: A one-pass closed-form solution for online metric learning",
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        YEAR = "2018",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132376"}

@article{bb136367,
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        TITLE = "Learning local metrics from pairwise similarity data",
        JOURNAL = PR,
        VOLUME = "75",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132377"}

@inproceedings{bb136368,
        AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
        TITLE = "Large Margin Local Metric Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "II: 679-694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132378"}

@article{bb136369,
        AUTHOR = "Wang, D. and Tan, X.",
        TITLE = "Robust Distance Metric Learning via Bayesian Inference",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1542-1553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132379"}

@article{bb136370,
        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",
        PAGES = "575-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132380"}

@article{bb136371,
        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",
        YEAR = "2018",
        PAGES = "562-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132381"}

@article{bb136372,
        AUTHOR = "Wang, C. and Peng, G.H. and de Baets, B.",
        TITLE = "Class-specific discriminative metric learning for scene recognition",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132382"}

@article{bb136373,
        AUTHOR = "Lv, X.M. and Duan, F.J.",
        TITLE = "Metric learning via feature weighting for scalable image retrieval",
        JOURNAL = PRL,
        VOLUME = "109",
        YEAR = "2018",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132383"}

@article{bb136374,
        AUTHOR = "Zhong, G. and Zheng, Y. and Li, S. and Fu, Y.",
        TITLE = "SLMOML: Online Metric Learning With Global Convergence",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2460-2472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132384"}

@article{bb136375,
        AUTHOR = "Han, J. and Cheng, G. and Li, Z. and Zhang, D.",
        TITLE = "A Unified Metric Learning-Based Framework for Co-Saliency Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2473-2483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132385"}

@article{bb136376,
        AUTHOR = "Liu, W.W. and Xu, D. and Tsang, I.W. and Zhang, W.J.",
        TITLE = "Metric Learning for Multi-Output Tasks",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "408-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132386"}

@article{bb136377,
        AUTHOR = "Chen, X. and He, L. and Xu, C. and Liu, J.",
        TITLE = "Distance-Dependent Metric Learning",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "357-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132387"}

@article{bb136378,
        AUTHOR = "Rivero, R. and Onuma, Y.Y. and Kato, T.",
        TITLE = "Threshold Auto-Tuning Metric Learning",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1163-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132388"}

@article{bb136379,
        AUTHOR = "Wu, Y. and Wang, S. and Song, G. and Huang, Q.",
        TITLE = "Online Asymmetric Metric Learning With Multi-Layer Similarity
Aggregation for Cross-Modal Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132389"}

@article{bb136380,
        AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
        TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
Retrieval",
        JOURNAL = MultMed,
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "1310-1322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132390"}

@article{bb136381,
        AUTHOR = "Taheri, M. and Moslehi, Z. and Mirzaei, A. and Safayani, M.",
        TITLE = "A self-adaptive local metric learning method for classification",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132391"}

@article{bb136382,
        AUTHOR = "Kan, S.C. and Zhang, L. and He, Z.H. and Cen, Y.G. and Chen, S.M. and Zhou, J.",
        TITLE = "Metric learning-based kernel transformer with triplets and label
constraints for feature fusion",
        JOURNAL = PR,
        VOLUME = "99",
        YEAR = "2020",
        PAGES = "107086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132392"}

@article{bb136383,
        AUTHOR = "Horiguchi, S. and Ikami, D. and Aizawa, K.",
        TITLE = "Significance of Softmax-Based Features in Comparison to Distance
Metric Learning-Based Features",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1279-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132393"}

@article{bb136384,
        AUTHOR = "Le, Y.Z. and Feng, Y. and Liu, D.J. and Qiang, B.H.",
        TITLE = "Adversarial Metric Learning with Naive Similarity Discriminator",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1406-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132394"}

@article{bb136385,
        AUTHOR = "Levada, A.L.M.",
        TITLE = "Parametric PCA for unsupervised metric learning",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "425-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132395"}

@article{bb136386,
        AUTHOR = "Connor, R. and Dearle, A. and Mic, V. and Zezula, P.",
        TITLE = "On the application of convex transforms to metric search",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "563-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132396"}

@article{bb136387,
        AUTHOR = "Hu, C. and Song, J.T. and Chen, J.S. and Wang, R. and Wu, X.J.",
        TITLE = "Manifold-based multi-graph embedding for semi-supervised
classification",
        JOURNAL = PRL,
        VOLUME = "182",
        YEAR = "2024",
        PAGES = "53-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132397"}

@article{bb136388,
        AUTHOR = "Wang, R. and Wu, X.J. and Kittler, J.V.",
        TITLE = "Graph Embedding Multi-Kernel Metric Learning for Image Set
Classification With Grassmannian Manifold-Valued Features",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "228-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132398"}

@article{bb136389,
        AUTHOR = "Wang, R. and Wu, X.J. and Xu, T.Y. and Hu, C. and Kittler, J.V.",
        TITLE = "Deep Metric Learning on the SPD Manifold for Image Set Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "663-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132399"}

@inproceedings{bb136390,
        AUTHOR = "Wang, R. and Wu, X.J. and Chen, K. and Kittler, J.V.",
        TITLE = "Multiple Manifolds Metric Learning with Application to Image Set
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "627-632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132400"}

@article{bb136391,
        AUTHOR = "Jiang, W. and Huang, K. and Geng, J. and Deng, X.",
        TITLE = "Multi-Scale Metric Learning for Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1091-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132401"}

@article{bb136392,
        AUTHOR = "Chen, F.Y. and Shao, J. and Zhang, Y.H. and Xu, X. and Shen, H.T.",
        TITLE = "Interclass-Relativity-Adaptive Metric Learning for Cross-Modal
Matching and Beyond",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3073-3084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132402"}

@article{bb136393,
        AUTHOR = "Wei, J. and Yang, Y. and Xu, X. and Zhu, X.F. and Shen, H.T.",
        TITLE = "Universal Weighting Metric Learning for Cross-Modal Retrieval",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6534-6545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132403"}

@inproceedings{bb136394,
        AUTHOR = "Wei, J. and Xu, X. and Yang, Y. and Ji, Y.L. and Wang, Z. and Shen, H.T.",
        TITLE = "Universal Weighting Metric Learning for Cross-Modal Matching",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13002-13011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132404"}

@article{bb136395,
        AUTHOR = "Song, K. and Han, J.W. and Cheng, G. and Lu, J.W. and Nie, F.P.",
        TITLE = "Adaptive Neighborhood Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4591-4604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132405"}

@article{bb136396,
        AUTHOR = "Guo, X.Y. and Wei, W. and Liang, J.Q. and Dang, C.Y. and Liang, J.",
        TITLE = "Metric learning via perturbing hard-to-classify instances",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132406"}

@article{bb136397,
        AUTHOR = "Yang, C. and Cheung, G. and Hu, W.",
        TITLE = "Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7219-7234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132407"}

@article{bb136398,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z.",
        TITLE = "Discrete Metric Learning for Fast Image Set Classification",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "6471-6486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132408"}

@article{bb136399,
        AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and Cao, X.C. and Huang, Q.M.",
        TITLE = "Rethinking Collaborative Metric Learning:
Toward an Efficient Alternative Without Negative Sampling",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1017-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132409"}

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