@inproceedings{bb142900,
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#TT138857"}
@inproceedings{bb142901,
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#TT138858"}
@inproceedings{bb142902,
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#TT138859"}
@inproceedings{bb142903,
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#TT138860"}
@inproceedings{bb142904,
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#TT138861"}
@inproceedings{bb142905,
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#TT138862"}
@inproceedings{bb142906,
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#TT138863"}
@inproceedings{bb142907,
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#TT138864"}
@inproceedings{bb142908,
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#TT138865"}
@inproceedings{bb142909,
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#TT138866"}
@inproceedings{bb142910,
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#TT138867"}
@inproceedings{bb142911,
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#TT138868"}
@inproceedings{bb142912,
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#TT138869"}
@inproceedings{bb142913,
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#TT138870"}
@inproceedings{bb142914,
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#TT138871"}
@inproceedings{bb142915,
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#TT138872"}
@inproceedings{bb142916,
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#TT138873"}
@inproceedings{bb142917,
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#TT138874"}
@inproceedings{bb142918,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138875"}
@inproceedings{bb142919,
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#TT138876"}
@inproceedings{bb142920,
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#TT138877"}
@inproceedings{bb142921,
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#TT138878"}
@inproceedings{bb142922,
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#TT138879"}
@inproceedings{bb142923,
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#TT138880"}
@inproceedings{bb142924,
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#TT138881"}
@article{bb142925,
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#TT138882"}
@article{bb142926,
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#TT138883"}
@inproceedings{bb142927,
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#TT138884"}
@inproceedings{bb142928,
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#TT138885"}
@article{bb142929,
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#TT138886"}
@inproceedings{bb142930,
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#TT138887"}
@article{bb142931,
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#TT138888"}
@article{bb142932,
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#TT138889"}
@article{bb142933,
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#TT138890"}
@article{bb142934,
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#TT138891"}
@article{bb142935,
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#TT138892"}
@article{bb142936,
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#TT138893"}
@article{bb142937,
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#TT138894"}
@article{bb142938,
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,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1320-1333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138895"}
@article{bb142939,
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#TT138896"}
@inproceedings{bb142940,
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#TT138897"}
@article{bb142941,
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#TT138898"}
@article{bb142942,
AUTHOR = "Geng, B. and Tao, D.C. and Xu, C. and Yang, L.J. and Hua, X.S.",
TITLE = "Ensemble Manifold Regularization",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "1227-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138899"}
@inproceedings{bb142943,
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#TT138900"}
@article{bb142944,
AUTHOR = "Yu, Y.L. and Jiang, J.Y. and Zhang, L.M.",
TITLE = "Distance metric learning by minimal distance maximization",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "639-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138901"}
@article{bb142945,
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",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "12",
PAGES = "5252-5262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138902"}
@article{bb142946,
AUTHOR = "Wang, Q.Y. and Yuen, P.C. and Feng, G.C.",
TITLE = "Semi-supervised metric learning via topology preserving multiple
semi-supervised assumptions",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "9",
MONTH = "September",
PAGES = "2576-2587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138903"}
@article{bb142947,
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",
MONTH = "March",
PAGES = "292-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138904"}
@article{bb142948,
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#TT138905"}
@inproceedings{bb142949,
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#TT138906"}
@article{bb142950,
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,
VOLUME = "52",
YEAR = "2016",
NUMBER = "1",
PAGES = "113-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138907"}
@article{bb142951,
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#TT138908"}
@inproceedings{bb142952,
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#TT138909"}
@article{bb142953,
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#TT138910"}
@article{bb142954,
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#TT138911"}
@inproceedings{bb142955,
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#TT138912"}
@inproceedings{bb142956,
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#TT138913"}
@inproceedings{bb142957,
AUTHOR = "Law, M.T. and Yu, Y. and Cord, M. and Xing, E.P.",
TITLE = "Closed-Form Training of Mahalanobis Distance for Supervised
Clustering",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3909-3917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138914"}
@article{bb142958,
AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
TITLE = "No fuss metric learning, a Hilbert space scenario",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "83-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138915"}
@article{bb142959,
AUTHOR = "Noh, Y.K. and Zhang, B.T. and Lee, D.D.",
TITLE = "Generative Local Metric Learning for Nearest Neighbor Classification",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "106-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138916"}
@article{bb142960,
AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
TITLE = "Distance metric learning for pattern recognition",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138917"}
@article{bb142961,
AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.W.",
TITLE = "Efficient multi-modal geometric mean metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "188-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138918"}
@article{bb142962,
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,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "199-213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138919"}
@article{bb142963,
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,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "250-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138920"}
@article{bb142964,
AUTHOR = "Li, W.B. and Gao, Y. and Wang, L. and Zhou, L.P. and Huo, J. and Shi, Y.H.",
TITLE = "OPML: A one-pass closed-form solution for online metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "302-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138921"}
@article{bb142965,
AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
TITLE = "Learning local metrics from pairwise similarity data",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "315-326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138922"}
@inproceedings{bb142966,
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#TT138923"}
@article{bb142967,
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#TT138924"}
@article{bb142968,
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#TT138925"}
@article{bb142969,
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#TT138926"}
@article{bb142970,
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#TT138927"}
@article{bb142971,
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#TT138928"}
@article{bb142972,
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#TT138929"}
@article{bb142973,
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#TT138930"}
@article{bb142974,
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#TT138931"}
@article{bb142975,
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#TT138932"}
@article{bb142976,
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#TT138933"}
@article{bb142977,
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",
PAGES = "4299-4312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138934"}
@article{bb142978,
AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
Retrieval",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1310-1322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138935"}
@article{bb142979,
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",
PAGES = "106994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138936"}
@article{bb142980,
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#TT138937"}
@article{bb142981,
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#TT138938"}
@article{bb142982,
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#TT138939"}
@article{bb142983,
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#TT138940"}
@article{bb142984,
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#TT138941"}
@article{bb142985,
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#TT138942"}
@article{bb142986,
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#TT138943"}
@article{bb142987,
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#TT138944"}
@inproceedings{bb142988,
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#TT138945"}
@article{bb142989,
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#TT138946"}
@article{bb142990,
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#TT138947"}
@article{bb142991,
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#TT138948"}
@inproceedings{bb142992,
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#TT138949"}
@article{bb142993,
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#TT138950"}
@article{bb142994,
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",
PAGES = "108928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138951"}
@article{bb142995,
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#TT138952"}
@article{bb142996,
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#TT138953"}
@article{bb142997,
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#TT138954"}
@article{bb142998,
AUTHOR = "Arsomngern, P. and Long, C. and Suwajanakorn, S. and Nutanong, S.",
TITLE = "Towards Pointsets Representation Learning via Self-Supervised
Learning and Set Augmentation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1201-1216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138955"}
@article{bb142999,
AUTHOR = "Yuan, Z. and Tang, C. and Yang, A. and Huang, W.D. and Chen, W.",
TITLE = "Few-Shot Remote Sensing Image Scene Classification Based on Metric
Learning and Local Descriptors",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138956"}
Last update:May 3, 2026 at 17:51:13