@inproceedings{bb136300, 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#TT132310"} @inproceedings{bb136301, AUTHOR = "Luo, Z.X. and Shen, T.W. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S.W. and Fang, T. and Quan, L.", TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2522-2531", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132311"} @inproceedings{bb136302, 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#TT132312"} @inproceedings{bb136303, 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#TT132313"} @inproceedings{bb136304, 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#TT132314"} @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", BOOKTITLE = CAIP19, YEAR = "2019", PAGES = "II:568-580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132315"} @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", BOOKTITLE = CIAP19, YEAR = "2019", PAGES = "II:214-224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132316"} @inproceedings{bb136307, 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#TT132317"} @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, YEAR = "2018", PAGES = "I:505-520", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132318"} @inproceedings{bb136309, 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#TT132319"} @inproceedings{bb136310, 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#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, YEAR = "2019", PAGES = "1223-1232", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132321"} @inproceedings{bb136312, 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#TT132322"} @inproceedings{bb136313, 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#TT132323"} @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", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2269-2276", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132324"} @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, YEAR = "2018", PAGES = "9368-9377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132325"} @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", PAGES = "910-915", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132326"} @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", PAGES = "73-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132327"} @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", PAGES = "IX: 731-744", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132329"} @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", PAGES = "9090-9098", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132330"} @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", PAGES = "1235-1240", 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", PAGES = "1432-1437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT132332"} @inproceedings{bb136323, 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#TT132333"} @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", PAGES = "384-393", 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", PAGES = "1-6", 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", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "3688-3692", 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", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "5", MONTH = "May", PAGES = "1007-1010", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132337"} @article{bb136328, 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#TT132338"} @inproceedings{bb136329, 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#TT132339"} @inproceedings{bb136330, 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#TT132340"} @article{bb136331, 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#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, VOLUME = "43", 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, VOLUME = "34", 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", YEAR = "2011", 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", JOURNAL = IP, 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", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "9", MONTH = "September", 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", MONTH = "March", 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, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "113-134", 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", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3909-3917", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132369"} @article{bb136360, 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#TT132370"} @article{bb136361, 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#TT132371"} @article{bb136362, 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#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", JOURNAL = PR, VOLUME = "75", YEAR = "2018", NUMBER = "1", PAGES = "188-198", 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", JOURNAL = PR, VOLUME = "75", YEAR = "2018", NUMBER = "1", PAGES = "199-213", 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, VOLUME = "75", YEAR = "2018", NUMBER = "1", PAGES = "250-262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132375"} @article{bb136366, 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#TT132376"} @article{bb136367, 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#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", PAGES = "4299-4312", 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, VOLUME = "22", YEAR = "2020", 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", PAGES = "106994", 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", PAGES = "108928", 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"}