@inproceedings{bb144600,
AUTHOR = "Richardson, T.W. and Wu, W.C. and Lin, L. and Xu, B.L. and Bernal, E.A.",
TITLE = "McFlow: Monte Carlo Flow Models for Data Imputation",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14193-14202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140553"}
@inproceedings{bb144601,
AUTHOR = "Koutilya, P.N.V.R. and Zhou, H. and Jacobs, D.",
TITLE = "SharinGAN: Combining Synthetic and Real Data for Unsupervised
Geometry Estimation",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13971-13980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140554"}
@inproceedings{bb144602,
AUTHOR = "Hoffer, E. and Ben Nun, T. and Hubara, I. and Giladi, N. and Hoefler, T. and Soudry, D.",
TITLE = "Augment Your Batch: Improving Generalization Through Instance
Repetition",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8126-8135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140555"}
@inproceedings{bb144603,
AUTHOR = "Jaipuria, N. and Zhang, X. and Bhasin, R. and Arafa, M. and Chakravarty, P. and Shrivastava, S. and Manglani, S. and Murali, V.N.",
TITLE = "Deflating Dataset Bias Using Synthetic Data Augmentation",
BOOKTITLE = DeepVision20,
YEAR = "2020",
PAGES = "3344-3353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140556"}
@inproceedings{bb144604,
AUTHOR = "Kushwaha, A. and Gupta, S. and Bhanushali, A. and Dastidar, T.R.",
TITLE = "Rapid Training Data Creation by Synthesizing Medical Images for
Classification and Localization",
BOOKTITLE = Microscopy20,
YEAR = "2020",
PAGES = "4272-4279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140557"}
@inproceedings{bb144605,
AUTHOR = "Cubuk, E.D. and Zoph, B. and Shlens, J. and Le, Q.V.",
TITLE = "Randaugment: Practical automated data augmentation with a reduced
search space",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3008-3017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140558"}
@inproceedings{bb144606,
AUTHOR = "Luo, C. and Zhu, Y. and Jin, L. and Wang, Y.",
TITLE = "Learn to Augment: Joint Data Augmentation and Network Optimization
for Text Recognition",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13743-13752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140559"}
@inproceedings{bb144607,
AUTHOR = "Smith, P. and Ricanek, K.",
TITLE = "Mitigating Algorithmic Bias:
Evolving an Augmentation Policy that is Non-Biasing",
BOOKTITLE = WACVWS20,
YEAR = "2020",
PAGES = "90-97",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140560"}
@inproceedings{bb144608,
AUTHOR = "Mordido, G. and Yang, H. and Meinel, C.",
TITLE = "microbatchGAN: Stimulating Diversity with Multi-Adversarial
Discrimination",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "3050-3059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140561"}
@inproceedings{bb144609,
AUTHOR = "Kar, A. and Prakash, A. and Liu, M. and Cameracci, E. and Yuan, J. and Rusiniak, M. and Acuna, D. and Torralba, A. and Fidler, S.",
TITLE = "Meta-Sim: Learning to Generate Synthetic Datasets",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4550-4559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140562"}
@inproceedings{bb144610,
AUTHOR = "Bello, I. and Zoph, B. and Le, Q. and Vaswani, A. and Shlens, J.",
TITLE = "Attention Augmented Convolutional Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3285-3294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140563"}
@inproceedings{bb144611,
AUTHOR = "Tang, Z.Q. and Peng, X. and Li, T.F. and Zhu, Y.Z. and Metaxas, D.N.",
TITLE = "AdaTransform: Adaptive Data Transformation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2998-3006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140564"}
@inproceedings{bb144612,
AUTHOR = "Noguchi, A. and Harada, T.",
TITLE = "Image Generation From Small Datasets via Batch Statistics Adaptation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2750-2758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140565"}
@inproceedings{bb144613,
AUTHOR = "Chen, W. and Tian, L. and Fan, L. and Wang, Y.",
TITLE = "Augmentation Invariant Training",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "2963-2971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140566"}
@inproceedings{bb144614,
AUTHOR = "Lin, C. and Guo, M. and Li, C. and Yuan, X. and Wu, W. and Yan, J. and Lin, D. and Ouyang, W.",
TITLE = "Online Hyper-Parameter Learning for Auto-Augmentation Strategy",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6578-6587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140567"}
@inproceedings{bb144615,
AUTHOR = "Hinterstoisser, S. and Pauly, O. and Heibel, H. and Martina, M. and Bokeloh, M.",
TITLE = "An Annotation Saved is an Annotation Earned:
Using Fully Synthetic Training for Object Detection",
BOOKTITLE = R6D19,
YEAR = "2019",
PAGES = "2787-2796",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140568"}
@inproceedings{bb144616,
AUTHOR = "Fong, R.",
TITLE = "Occlusions for Effective Data Augmentation in Image Classification",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4158-4166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140569"}
@inproceedings{bb144617,
AUTHOR = "Hong, S.E. and Kang, S.I. and Cho, D.H.",
TITLE = "Patch-Level Augmentation for Object Detection in Aerial Images",
BOOKTITLE = VisDrone19,
YEAR = "2019",
PAGES = "127-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140570"}
@inproceedings{bb144618,
AUTHOR = "Yu, A. and Grauman, K.",
TITLE = "Thinking Outside the Pool: Active Training Image Creation for Relative
Attributes",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "708-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT140571"}
@inproceedings{bb144619,
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#TT140572"}
@inproceedings{bb144620,
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#TT140573"}
@inproceedings{bb144621,
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#TT140574"}
@inproceedings{bb144622,
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#TT140575"}
@inproceedings{bb144623,
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#TT140576"}
@inproceedings{bb144624,
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#TT140577"}
@inproceedings{bb144625,
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#TT140578"}
@inproceedings{bb144626,
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#TT140579"}
@inproceedings{bb144627,
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#TT140580"}
@inproceedings{bb144628,
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#TT140581"}
@inproceedings{bb144629,
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#TT140582"}
@inproceedings{bb144630,
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#TT140583"}
@inproceedings{bb144631,
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#TT140584"}
@inproceedings{bb144632,
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#TT140585"}
@inproceedings{bb144633,
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#TT140586"}
@inproceedings{bb144634,
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#TT140587"}
@inproceedings{bb144635,
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#TT140588"}
@inproceedings{bb144636,
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#TT140589"}
@inproceedings{bb144637,
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#TT140590"}
@inproceedings{bb144638,
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#TT140591"}
@inproceedings{bb144639,
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#TT140592"}
@inproceedings{bb144640,
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#TT140593"}
@inproceedings{bb144641,
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#TT140594"}
@inproceedings{bb144642,
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#TT140595"}
@inproceedings{bb144643,
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#TT140596"}
@inproceedings{bb144644,
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#TT140597"}
@inproceedings{bb144645,
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#TT140598"}
@article{bb144646,
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#TT140599"}
@article{bb144647,
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#TT140600"}
@inproceedings{bb144648,
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#TT140601"}
@inproceedings{bb144649,
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#TT140602"}
@article{bb144650,
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#TT140603"}
@inproceedings{bb144651,
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#TT140604"}
@article{bb144652,
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#TT140605"}
@article{bb144653,
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#TT140606"}
@article{bb144654,
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#TT140607"}
@article{bb144655,
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#TT140608"}
@article{bb144656,
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#TT140609"}
@article{bb144657,
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#TT140610"}
@article{bb144658,
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#TT140611"}
@article{bb144659,
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#TT140612"}
@article{bb144660,
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#TT140613"}
@inproceedings{bb144661,
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#TT140614"}
@article{bb144662,
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#TT140615"}
@article{bb144663,
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#TT140616"}
@inproceedings{bb144664,
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#TT140617"}
@article{bb144665,
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#TT140618"}
@article{bb144666,
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#TT140619"}
@article{bb144667,
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#TT140620"}
@article{bb144668,
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#TT140621"}
@article{bb144669,
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#TT140622"}
@inproceedings{bb144670,
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#TT140623"}
@article{bb144671,
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#TT140624"}
@article{bb144672,
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#TT140625"}
@inproceedings{bb144673,
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#TT140626"}
@article{bb144674,
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#TT140627"}
@article{bb144675,
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#TT140628"}
@inproceedings{bb144676,
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#TT140629"}
@inproceedings{bb144677,
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#TT140630"}
@inproceedings{bb144678,
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#TT140631"}
@article{bb144679,
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#TT140632"}
@article{bb144680,
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#TT140633"}
@article{bb144681,
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#TT140634"}
@article{bb144682,
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#TT140635"}
@article{bb144683,
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#TT140636"}
@article{bb144684,
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#TT140637"}
@article{bb144685,
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#TT140638"}
@article{bb144686,
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#TT140639"}
@inproceedings{bb144687,
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#TT140640"}
@article{bb144688,
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#TT140641"}
@article{bb144689,
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#TT140642"}
@article{bb144690,
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#TT140643"}
@article{bb144691,
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#TT140644"}
@article{bb144692,
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#TT140645"}
@article{bb144693,
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#TT140646"}
@article{bb144694,
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#TT140647"}
@article{bb144695,
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#TT140648"}
@article{bb144696,
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#TT140649"}
@article{bb144697,
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#TT140650"}
@article{bb144698,
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#TT140651"}
@article{bb144699,
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#TT140652"}
Last update:Aug 19, 2026 at 13:26:35