@inproceedings{bb124400,
AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S. and Alejo, R. and Martinez Sotoca, J.",
TITLE = "When Overlapping Unexpectedly Alters the Class Imbalance Effects",
BOOKTITLE = IbPRIA07,
YEAR = "2007",
PAGES = "II: 499-506",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120483"}
@inproceedings{bb124401,
AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
TITLE = "Multi-class Pattern Classification in Imbalanced Data",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2881-2884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120484"}
@inproceedings{bb124402,
AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
TITLE = "Learning in imbalanced relational data",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120485"}
@inproceedings{bb124403,
AUTHOR = "Yin, D.W. and An, C. and Baird, H.S.",
TITLE = "Imbalance and Concentration in k-NN Classification",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2170-2173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120486"}
@inproceedings{bb124404,
AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
TITLE = "A supervised learning approach for imbalanced data sets",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120487"}
@inproceedings{bb124405,
AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
TITLE = "Facing Imbalanced Classes through Aggregation of Classifiers",
BOOKTITLE = CIAP07,
YEAR = "2007",
PAGES = "43-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120488"}
@inproceedings{bb124406,
AUTHOR = "Cheng, H.T. and Chen, C.S.",
TITLE = "A Complementary Ordering Method for Class Imbalanced Problem",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 429-432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120489"}
@inproceedings{bb124407,
AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
Pruning",
BOOKTITLE = IbPRIA05,
YEAR = "2005",
PAGES = "II:43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT120490"}
@article{bb124408,
AUTHOR = "Yang, C.Y. and Zhou, J.",
TITLE = "Non-stationary data sequence classification using online class priors
estimation",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "8",
MONTH = "August",
PAGES = "2656-2664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120491"}
@article{bb124409,
AUTHOR = "Zhang, Z.H. and Zhou, J.",
TITLE = "Transfer estimation of evolving class priors in data stream
classification",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "9",
MONTH = "September",
PAGES = "3151-3161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120492"}
@article{bb124410,
AUTHOR = "Gao, X.B. and Wang, X.M. and Li, X.L. and Tao, D.C.",
TITLE = "Transfer latent variable model based on divergence analysis",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2358-2366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120493"}
@article{bb124411,
AUTHOR = "Pang, J. and Huang, Q. and Yan, S. and Jiang, S. and Qin, L.",
TITLE = "Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "5",
MONTH = "May",
PAGES = "1388-1400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120494"}
@article{bb124412,
AUTHOR = "di Carlo, S. and Falasconi, M. and Sanchez, E. and Scionti, A. and Squillero, G. and Tonda, A.",
TITLE = "Increasing pattern recognition accuracy for chemical sensing by
evolutionary based drift compensation",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "13",
MONTH = "October",
PAGES = "1594-1603",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120495"}
@article{bb124413,
AUTHOR = "Goncalves, P.M. and Maior de Barros, R.S.",
TITLE = "RCD: A recurring concept drift framework",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "9",
MONTH = "July",
PAGES = "1018-1025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120496"}
@article{bb124414,
AUTHOR = "Salakhutdinov, R. and Tenenbaum, J.B. and Torralba, A.B.",
TITLE = "Learning with Hierarchical-Deep Models",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "8",
PAGES = "1958-1971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120497"}
@inproceedings{bb124415,
AUTHOR = "Salakhutdinov, R. and Torralba, A.B. and Tenenbaum, J.B.",
TITLE = "Learning to share visual appearance for multiclass object detection",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "1481-1488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120498"}
@article{bb124416,
AUTHOR = "Lin, D. and An, X. and Zhang, J.",
TITLE = "Double-bootstrapping source data selection for instance-based transfer
learning",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "11",
MONTH = "August",
PAGES = "1279-1285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120499"}
@article{bb124417,
AUTHOR = "Varga, R. and Nedevschi, S.",
TITLE = "Label Transfer by Measuring Compactness",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "12",
PAGES = "4711-4723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120500"}
@article{bb124418,
AUTHOR = "Li, Q. and Chen, X.W. and Song, Y.F. and Zhang, Y. and Jin, X. and Zhao, Q.P.",
TITLE = "Geodesic Propagation for Semantic Labeling",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "4812-4825",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120501"}
@inproceedings{bb124419,
AUTHOR = "Chen, X.W. and Li, Q. and Song, Y.F. and Jin, X. and Zhao, Q.P.",
TITLE = "Supervised Geodesic Propagation for Semantic Label Transfer",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "III: 553-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120502"}
@inproceedings{bb124420,
AUTHOR = "Khamis, S. and Lampert, C.H.",
TITLE = "CoConut: Co-Classification with Output Space Regularization",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120503"}
@article{bb124421,
AUTHOR = "Fang, M. and Guo, Y. and Zhang, X.S. and Li, X.",
TITLE = "Multi-source transfer learning based on label shared subspace",
JOURNAL = PRL,
VOLUME = "51",
YEAR = "2015",
NUMBER = "1",
PAGES = "101-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120504"}
@article{bb124422,
AUTHOR = "Sun, C. and Bao, B.K. and Xu, C.S.",
TITLE = "Knowing Verb From Object:
Retagging With Transfer Learning on Verb-Object Concept Images",
JOURNAL = MultMed,
VOLUME = "17",
YEAR = "2015",
NUMBER = "10",
MONTH = "October",
PAGES = "1747-1759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120505"}
@article{bb124423,
AUTHOR = "Xu, Y. and Fang, X. and Wu, J. and Li, X. and Zhang, D.",
TITLE = "Discriminative Transfer Subspace Learning via Low-Rank and Sparse
Representation",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "850-863",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120506"}
@article{bb124424,
AUTHOR = "Deng, C. and Tang, X. and Yan, J. and Liu, W. and Gao, X.",
TITLE = "Discriminative Dictionary Learning With Common Label Alignment for
Cross-Modal Retrieval",
JOURNAL = MultMed,
VOLUME = "18",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "208-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120507"}
@article{bb124425,
AUTHOR = "Mudunuri, S.P. and Biswas, S.",
TITLE = "A coupled discriminative dictionary and transformation learning
approach with applications to cross domain matching",
JOURNAL = PRL,
VOLUME = "71",
YEAR = "2016",
NUMBER = "1",
PAGES = "38-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120508"}
@article{bb124426,
AUTHOR = "Mandal, D. and Biswas, S.",
TITLE = "Generalized Coupled Dictionary Learning Approach With Applications to
Cross-Modal Matching",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "3826-3837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120509"}
@article{bb124427,
AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching in
Canonical Space",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "3995-4004",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120510"}
@inproceedings{bb124428,
AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
BOOKTITLE = Biometrics16,
YEAR = "2016",
PAGES = "243-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120511"}
@article{bb124429,
AUTHOR = "An, T.H. and Hong, K.S.",
TITLE = "Label transfer via sparse representation",
JOURNAL = PRL,
VOLUME = "70",
YEAR = "2016",
NUMBER = "1",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120512"}
@article{bb124430,
AUTHOR = "Zhang, L. and Zuo, W.M. and Zhang, D.",
TITLE = "LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "3",
MONTH = "March",
PAGES = "1177-1191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120513"}
@article{bb124431,
AUTHOR = "Zhou, S. and Smirnov, E. and Schoenmakers, G. and Driessens, K. and Peeters, R.",
TITLE = "Testing exchangeability for transfer decision",
JOURNAL = PRL,
VOLUME = "88",
YEAR = "2017",
NUMBER = "1",
PAGES = "64-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120514"}
@article{bb124432,
AUTHOR = "Qi, G.J. and Liu, W. and Aggarwal, C. and Huang, T.",
TITLE = "Joint Intermodal and Intramodal Label Transfers for Extremely Rare or
Unseen Classes",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "1360-1373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120515"}
@article{bb124433,
AUTHOR = "Wang, J. and Wang, G.Q. and Li, L.",
TITLE = "Image Pattern Similarity Index and Its Application to Task-Specific
Transfer Learning",
JOURNAL = IEICE,
VOLUME = "E100-D",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "3032-3035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120516"}
@article{bb124434,
AUTHOR = "Gao, N.N. and Huang, S.J. and Yan, Y.F. and Chen, S.C.",
TITLE = "Cross modal similarity learning with active queries",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "214-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120517"}
@article{bb124435,
AUTHOR = "Zhang, B.C. and Perina, A. and Li, C. and Ye, Q.X. and Murino, V. and del Bue, A.",
TITLE = "Manifold constraint transfer for visual structure-driven optimization",
JOURNAL = PR,
VOLUME = "77",
YEAR = "2018",
PAGES = "87-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120518"}
@article{bb124436,
AUTHOR = "Kumar, S. and Dhiman, V. and Koch, P.A. and Corso, J.J.",
TITLE = "Learning Compositional Sparse Bimodal Models",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "1032-1044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120519"}
@article{bb124437,
AUTHOR = "Zheng, F. and Tang, Y. and Shao, L.",
TITLE = "Hetero-Manifold Regularisation for Cross-Modal Hashing",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "1059-1071",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120520"}
@inproceedings{bb124438,
AUTHOR = "Zhu, F. and Shao, L. and Tang, J.",
TITLE = "Boosted Cross-Domain Categorization",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120521"}
@article{bb124439,
AUTHOR = "Chang, H. and Han, J. and Zhong, C. and Snijders, A.M. and Mao, J.H.",
TITLE = "Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse
Coding for Biomedical Applications",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "1182-1194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120522"}
@article{bb124440,
AUTHOR = "Peng, P.X. and Tian, Y.H. and Xiang, T. and Wang, Y.W. and Pontil, M. and Huang, T.J.",
TITLE = "Joint Semantic and Latent Attribute Modelling for Cross-Class
Transfer Learning",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1625-1638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120523"}
@article{bb124441,
AUTHOR = "Guo, X. and Wang, S. and Tie, Y. and Qi, L. and Guan, L.",
TITLE = "Joint intermodal and intramodal correlation preservation for
semi-paired learning",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "36-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120524"}
@article{bb124442,
AUTHOR = "Shi, Q. and Liu, X. and Huang, X.",
TITLE = "An Active Relearning Framework for Remote Sensing Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "3468-3486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120525"}
@article{bb124443,
AUTHOR = "Han, W. and Feng, R. and Wang, L.Z. and Cheng, Y.F.",
TITLE = "A semi-supervised generative framework with deep learning features
for high-resolution remote sensing image scene classification",
JOURNAL = PandRS,
VOLUME = "145",
YEAR = "2018",
PAGES = "23-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120526"}
@article{bb124444,
AUTHOR = "Ding, Z. and Fu, Y.",
TITLE = "Dual Low-Rank Decompositions for Robust Cross-View Learning",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "194-204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120527"}
@article{bb124445,
AUTHOR = "Ma, Z.C. and Chen, S.C. and Ma, D.",
TITLE = "Heterogeneous multi-output classification by structured conditional
risk minimization",
JOURNAL = PRL,
VOLUME = "116",
YEAR = "2018",
PAGES = "50-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120528"}
@article{bb124446,
AUTHOR = "Duan, L.J. and En, Q. and Qiao, Y.H. and Cui, S. and Qing, L.Y.",
TITLE = "Deep feature representation based on privileged knowledge transfer",
JOURNAL = PRL,
VOLUME = "119",
YEAR = "2019",
PAGES = "62-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120529"}
@article{bb124447,
AUTHOR = "Shi, Q. and Zhang, Y.P. and Liu, X.P. and Zhao, K.",
TITLE = "Regularised transfer learning for hyperspectral image classification",
JOURNAL = IET-CV,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "March",
PAGES = "188-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120530"}
@article{bb124448,
AUTHOR = "Tang, X.Y. and Du, B. and Huang, J.Z. and Wang, Z. and Zhang, L.F.",
TITLE = "On combining active and transfer learning for medical data
classification",
JOURNAL = IET-CV,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "March",
PAGES = "194-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120531"}
@article{bb124449,
AUTHOR = "Luo, Y. and Wen, Y.G. and Liu, T.L. and Tao, D.C.",
TITLE = "Transferring Knowledge Fragments for Learning Distance Metric from a
Heterogeneous Domain",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "1013-1026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120532"}
@article{bb124450,
AUTHOR = "Deng, C. and Xue, Y.M. and Liu, X.L. and Li, C. and Tao, D.C.",
TITLE = "Active Transfer Learning Network: A Unified Deep Joint
Spectral-Spatial Feature Learning Model for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "1741-1754",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120533"}
@article{bb124451,
AUTHOR = "Ji, R.R. and Gao, Y. and Hong, R.C. and Liu, Q. and Tao, D.C. and Li, X.L.",
TITLE = "Spectral-Spatial Constraint Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "1811-1824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120534"}
@article{bb124452,
AUTHOR = "Luo, F. and Du, B. and Zhang, L.P. and Zhang, L.F. and Tao, D.C.",
TITLE = "Feature Learning Using Spatial-Spectral Hypergraph Discriminant
Analysis for Hyperspectral Image",
JOURNAL = Cyber,
VOLUME = "49",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "2406-2419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120535"}
@article{bb124453,
AUTHOR = "Ye, R. and Dai, Q. and Li, M.L.",
TITLE = "A hybrid transfer learning algorithm incorporating TrSVM with GASEN",
JOURNAL = PR,
VOLUME = "92",
YEAR = "2019",
PAGES = "192-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120536"}
@article{bb124454,
AUTHOR = "Wang, C. and Tuo, H.Y. and Wang, J.X. and Qiao, L.F.",
TITLE = "Discriminative transfer learning via local and global structure
preservation",
JOURNAL = SIViP,
VOLUME = "13",
YEAR = "2019",
NUMBER = "4",
MONTH = "June",
PAGES = "753-760",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120537"}
@article{bb124455,
AUTHOR = "Zhang, J. and Li, W.Q. and Ogunbona, P. and Xu, D.",
TITLE = "Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition:
A Problem-Oriented Perspective",
JOURNAL = Surveys,
VOLUME = "51",
YEAR = "2019",
NUMBER = "1",
MONTH = "February",
PAGES = "Article No 7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120538"}
@article{bb124456,
AUTHOR = "Xue, S. and Lu, J. and Zhang, G.Q.",
TITLE = "Cross-domain network representations",
JOURNAL = PR,
VOLUME = "94",
YEAR = "2019",
PAGES = "135-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120539"}
@article{bb124457,
AUTHOR = "Yu, X. and Jiang, F. and Du, J.W. and Gong, D.W.",
TITLE = "A cross-domain collaborative filtering algorithm with expanding user
and item features via the latent factor space of auxiliary domains",
JOURNAL = PR,
VOLUME = "94",
YEAR = "2019",
PAGES = "96-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120540"}
@article{bb124458,
AUTHOR = "Rostami, M. and Kolouri, S. and Eaton, E. and Kim, K.",
TITLE = "Deep Transfer Learning for Few-Shot SAR Image Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120541"}
@article{bb124459,
AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.",
TITLE = "CoSpace: Common Subspace Learning From Hyperspectral-Multispectral
Correspondences",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "4349-4359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120542"}
@article{bb124460,
AUTHOR = "Chen, W. and Hsu, T.H. and Tsai, Y.H. and Chen, M. and Wang, Y.F.",
TITLE = "Transfer Neural Trees: Semi-Supervised Heterogeneous Domain
Adaptation and Beyond",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "4620-4633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120543"}
@article{bb124461,
AUTHOR = "Tan, M. and Yu, J. and Zhang, H.Y. and Rui, Y. and Tao, D.C.",
TITLE = "Image Recognition by Predicted User Click Feature With Multidomain
Multitask Transfer Deep Network",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "6047-6062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120544"}
@article{bb124462,
AUTHOR = "Yan, C. and Li, L. and Zhang, C. and Liu, B. and Zhang, Y. and Dai, Q.",
TITLE = "Cross-Modality Bridging and Knowledge Transferring for Image
Understanding",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "2675-2685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120545"}
@article{bb124463,
AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F.",
TITLE = "A baseline regularization scheme for transfer learning with
convolutional neural networks",
JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
PAGES = "107049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120546"}
@article{bb124464,
AUTHOR = "Sanodiya, R.K. and Mathew, J.",
TITLE = "A novel unsupervised Globality-Locality Preserving Projections in
transfer learning",
JOURNAL = IVC,
VOLUME = "90",
YEAR = "2019",
PAGES = "103802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120547"}
@article{bb124465,
AUTHOR = "Han, N. and Wu, J. and Fang, X. and Xie, S. and Zhan, S. and Xie, K. and Li, X.",
TITLE = "Latent Elastic-Net Transfer Learning",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2820-2833",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120548"}
@article{bb124466,
AUTHOR = "Pires de Lima, R. and Marfurt, K.",
TITLE = "Convolutional Neural Network for Remote-Sensing Scene Classification:
Transfer Learning Analysis",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120549"}
@article{bb124467,
AUTHOR = "Zhang, B. and Yang, W. and Wang, Z. and Zhuo, L. and Han, J. and Zhen, X.",
TITLE = "The Structure Transfer Machine: Theory and Applications",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2889-2902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120550"}
@article{bb124468,
AUTHOR = "Das, D. and Lee, C.S.G.",
TITLE = "A Two-Stage Approach to Few-Shot Learning for Image Recognition",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3336-3350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120551"}
@article{bb124469,
AUTHOR = "Gholenji, E. and Tahmoresnezhad, J.",
TITLE = "Joint local and statistical discriminant learning via feature alignment",
JOURNAL = SIViP,
VOLUME = "14",
YEAR = "2020",
NUMBER = "3",
MONTH = "April",
PAGES = "609-616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120552"}
@article{bb124470,
AUTHOR = "Peng, Z. and Zhang, W. and Han, N. and Fang, X. and Kang, P. and Teng, L.",
TITLE = "Active Transfer Learning",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "1022-1036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120553"}
@article{bb124471,
AUTHOR = "Dong, R.M. and Li, C. and Fu, H.H. and Wang, J. and Li, W.J. and Yao, Y. and Gan, L. and Yu, L. and Gong, P.",
TITLE = "Improving 3-m Resolution Land Cover Mapping through Efficient
Learning from an Imperfect 10-m Resolution Map",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120554"}
@article{bb124472,
AUTHOR = "Liu, W. and Qin, R.",
TITLE = "A MultiKernel Domain Adaptation Method for Unsupervised Transfer
Learning on Cross-Source and Cross-Region Remote Sensing Data
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "4279-4289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120555"}
@article{bb124473,
AUTHOR = "Lu, Y. and Luo, L.K. and Huang, D. and Wang, Y.H. and Chen, L.M.",
TITLE = "Knowledge Transfer in Vision Recognition: A Survey",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "2",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120556"}
@article{bb124474,
AUTHOR = "Geng, J. and Deng, X. and Ma, X. and Jiang, W.",
TITLE = "Transfer Learning for SAR Image Classification Via Deep Joint
Distribution Adaptation Networks",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5377-5392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120557"}
@article{bb124475,
AUTHOR = "Zhou, J.H. and Zeng, S.N. and Zhang, B.",
TITLE = "Two-stage knowledge transfer framework for image classification",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107529",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120558"}
@article{bb124476,
AUTHOR = "Tamaazousti, Y. and Le Borgne, H. and Hudelot, C. and Seddik, M.E.A. and Tamaazousti, M.",
TITLE = "Learning More Universal Representations for Transfer-Learning",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "2212-2224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120559"}
@article{bb124477,
AUTHOR = "Peng, Z. and Jia, Y. and Hou, J.",
TITLE = "Non-Negative Transfer Learning With Consistent Inter-Domain
Distribution",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1720-1724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120560"}
@article{bb124478,
AUTHOR = "Liu, W.F. and Li, J.F. and Liu, B. and Guan, W. and Zhou, Y.C. and Xu, C.S.",
TITLE = "Unified Cross-domain Classification via Geometric and Statistical
Adaptations",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120561"}
@article{bb124479,
AUTHOR = "Liu, Y.S. and Ding, L.W. and Chen, C.H. and Liu, Y.B.",
TITLE = "Similarity-Based Unsupervised Deep Transfer Learning for Remote
Sensing Image Retrieval",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "7872-7889",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120562"}
@article{bb124480,
AUTHOR = "Zhuang, F.Z. and Qi, Z.Y. and Duan, K.Y. and Xi, D.B. and Zhu, Y.C. and Zhu, H.S. and Xiong, H. and He, Q.",
TITLE = "A Comprehensive Survey on Transfer Learning",
JOURNAL = PIEEE,
VOLUME = "109",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "43-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120563"}
@article{bb124481,
AUTHOR = "Meng, M. and Lan, M.C. and Yu, J. and Wu, J.G.",
TITLE = "Coupled Knowledge Transfer for Visual Data Recognition",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "5",
PAGES = "1776-1789",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120564"}
@article{bb124482,
AUTHOR = "Lu, Y. and Wang, W.J. and Yuan, C. and Li, X.L. and Lai, Z.H.",
TITLE = "Manifold Transfer Learning via Discriminant Regression Analysis",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2056-2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120565"}
@article{bb124483,
AUTHOR = "Azzam, M. and Wu, W.H. and Cao, W.M. and Wu, S. and Wong, H.S.",
TITLE = "KTransGAN: Variational Inference-Based Knowledge Transfer for
Unsupervised Conditional Generative Learning",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3318-3331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120566"}
@article{bb124484,
AUTHOR = "Shan, X.X. and Lu, Y. and Li, Q.L. and Wen, Y.",
TITLE = "Model-Based Transfer Learning and Sparse Coding for Partial Face
Recognition",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "4347-4356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120567"}
@article{bb124485,
AUTHOR = "Yu, Z.X. and Shen, D. and Jin, Z.M. and Huang, J.Q. and Cai, D. and Hua, X.S.",
TITLE = "Progressive Transfer Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1340-1348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120568"}
@article{bb124486,
AUTHOR = "Sun, Q. and Liu, Y.Y. and Chen, Z.Z. and Chua, T.S. and Schiele, B.",
TITLE = "Meta-Transfer Learning Through Hard Tasks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1443-1456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120569"}
@article{bb124487,
AUTHOR = "Ozkanoglu, M.A. and Ozer, S.",
TITLE = "InfraGAN: A GAN architecture to transfer visible images to infrared
domain",
JOURNAL = PRL,
VOLUME = "155",
YEAR = "2022",
PAGES = "69-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120570"}
@article{bb124488,
AUTHOR = "Saleh, N. and Wahed, M.A. and Salaheldin, A.M.",
TITLE = "Transfer learning-based platform for detecting multi-classification
retinal disorders using optical coherence tomography images",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
PAGES = "740-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120571"}
@article{bb124489,
AUTHOR = "Fang, B. and Liu, Y. and Zhang, H. and He, J.",
TITLE = "Hyperspectral Image Classification Based on 3D Asymmetric Inception
Network with Data Fusion Transfer Learning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120572"}
@article{bb124490,
AUTHOR = "Jing, Z.H. and Li, P. and Wu, B. and Yuan, S. and Chen, Y.C.",
TITLE = "An Adaptive Focal Loss Function Based on Transfer Learning for
Few-Shot Radar Signal Intra-Pulse Modulation Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120573"}
@article{bb124491,
AUTHOR = "Cai, J.J. and Gan, F.M. and Cao, X.H. and Liu, W. and Li, P.",
TITLE = "Radar Intra-Pulse Signal Modulation Classification with Contrastive
Learning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120574"}
@article{bb124492,
AUTHOR = "Han, K. and Rebuffi, S.A. and Ehrhardt, S. and Vedaldi, A. and Zisserman, A.",
TITLE = "AutoNovel: Automatically Discovering and Learning Novel Visual
Categories",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6767-6781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120575"}
@inproceedings{bb124493,
AUTHOR = "Han, K. and Vedaldi, A. and Zisserman, A.",
TITLE = "Learning to Discover Novel Visual Categories via Deep Transfer
Clustering",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8400-8408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120576"}
@article{bb124494,
AUTHOR = "Mensink, T. and Uijlings, J. and Kuznetsova, A. and Gygli, M. and Ferrari, V.",
TITLE = "Factors of Influence for Transfer Learning Across Diverse Appearance
Domains and Task Types",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9298-9314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120577"}
@article{bb124495,
AUTHOR = "Cao, Z.J. and You, K. and Zhang, Z.Y. and Wang, J.M. and Long, M.S.",
TITLE = "From Big to Small: Adaptive Learning to Partial-Set Domains",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1766-1780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120578"}
@article{bb124496,
AUTHOR = "Huang, W. and Shi, Y.L. and Xiong, Z. and Wang, Q. and Zhu, X.X.",
TITLE = "Semi-supervised bidirectional alignment for Remote Sensing
cross-domain scene classification",
JOURNAL = PandRS,
VOLUME = "195",
YEAR = "2023",
PAGES = "192-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120579"}
@article{bb124497,
AUTHOR = "Ren, C.X. and Luo, Y.W. and Dai, D.Q.",
TITLE = "BuresNet:
Conditional Bures Metric for Transferable Representation Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4198-4213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120580"}
@article{bb124498,
AUTHOR = "Sun, Y. and Wang, X. and Peng, D.Z. and Ren, Z.W. and Shen, X.B.",
TITLE = "Hierarchical Hashing Learning for Image Set Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1732-1744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120581"}
@article{bb124499,
AUTHOR = "Wang, X.M. and Wang, C. and Song, X. and Kirby, L. and Wu, J.G.",
TITLE = "Regularized Multi-Output Gaussian Convolution Process with Domain
Adaptation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6142-6156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120582"}
Last update:Apr 10, 2024 at 09:54:40