@inproceedings{bb104700, 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#TT101073"} @article{bb104701, 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#TT101074"} @article{bb104702, 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#TT101075"} @article{bb104703, 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#TT101076"} @article{bb104704, 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#TT101077"} @article{bb104705, 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#TT101078"} @article{bb104706, 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#TT101079"} @article{bb104707, 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#TT101080"} @inproceedings{bb104708, 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#TT101081"} @article{bb104709, 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#TT101082"} @article{bb104710, 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#TT101083"} @article{bb104711, 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#TT101084"} @article{bb104712, AUTHOR = "Shoeleh, F. and Asadpour, M.", TITLE = "Graph based skill acquisition and transfer Learning for continuous reinforcement learning domains", JOURNAL = PRL, VOLUME = "87", YEAR = "2017", NUMBER = "1", PAGES = "104-116", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101085"} @article{bb104713, AUTHOR = "Wang, J. and Luo, C. and Huang, H.Q. and Zhao, H.Z. and Wang, S.Q.", TITLE = "Transferring Pre-Trained Deep CNNs for Remote Scene Classification with General Features Learned from Linear PCA Network", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101086"} @article{bb104714, 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#TT101087"} @article{bb104715, 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#TT101088"} @article{bb104716, 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#TT101089"} @article{bb104717, 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#TT101090"} @article{bb104718, 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#TT101091"} @article{bb104719, 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#TT101092"} @inproceedings{bb104720, 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#TT101093"} @article{bb104721, 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#TT101094"} @article{bb104722, 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#TT101095"} @article{bb104723, 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#TT101096"} @article{bb104724, 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#TT101097"} @article{bb104725, 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#TT101098"} @article{bb104726, 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#TT101099"} @article{bb104727, 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#TT101100"} @article{bb104728, 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#TT101101"} @article{bb104729, AUTHOR = "Shi, Q. and Zhang, Y. 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#TT101102"} @article{bb104730, 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#TT101103"} @article{bb104731, 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#TT101104"} @article{bb104732, 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#TT101105"} @article{bb104733, 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#TT101106"} @article{bb104734, 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#TT101107"} @article{bb104735, AUTHOR = "Basavaraju, S. and Gaj, S. and Sur, A.", TITLE = "Object Memorability Prediction using Deep Learning: Location and Size Bias", JOURNAL = JVCIR, VOLUME = "59", YEAR = "2019", PAGES = "117-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101108"} @article{bb104736, AUTHOR = "Ye, R. and Dai, Q. and Li, M.", 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#TT101109"} @article{bb104737, 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#TT101110"} @article{bb104738, 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#TT101111"} @article{bb104739, 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#TT101112"} @article{bb104740, 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#TT101113"} @article{bb104741, 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#TT101114"} @article{bb104742, 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#TT101115"} @article{bb104743, 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#TT101116"} @article{bb104744, 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#TT101117"} @article{bb104745, 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#TT101118"} @article{bb104746, 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#TT101119"} @article{bb104747, 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#TT101120"} @article{bb104748, 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#TT101121"} @article{bb104749, 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#TT101122"} @article{bb104750, 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#TT101123"} @article{bb104751, 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#TT101124"} @article{bb104752, 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#TT101125"} @article{bb104753, 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#TT101126"} @article{bb104754, AUTHOR = "Bae, J.H. and Yeo, D. and Yim, J. and Kim, N.S. and Pyo, C.S. and Kim, J.", TITLE = "Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "5698-5710", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101127"} @inproceedings{bb104755, AUTHOR = "Yeo, D. and Bae, J.H. and Pyo, C.S. and Yim, J. and Kim, N.S. and Kim, J.", TITLE = "Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "674-678", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101128"} @article{bb104756, AUTHOR = "Dong, R.M. and Li, C. and Fu, H. and Wang, J. and Li, W. 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#TT101129"} @article{bb104757, 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#TT101130"} @article{bb104758, AUTHOR = "Lu, Y. and Luo, L. 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#TT101131"} @article{bb104759, 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#TT101132"} @article{bb104760, 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#TT101133"} @article{bb104761, 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#TT101134"} @article{bb104762, AUTHOR = "Wu, X. and He, R. and Hu, Y. and Sun, Z.N.", TITLE = "Learning an Evolutionary Embedding via Massive Knowledge Distillation", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "8-9", MONTH = "September", PAGES = "2089-2106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101135"} @article{bb104763, 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#TT101136"} @article{bb104764, AUTHOR = "Liu, W.F. and Li, J.F. and Liu, B. and Guan, W. and Zhou, Y. 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#TT101137"} @article{bb104765, 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#TT101138"} @article{bb104766, 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#TT101139"} @inproceedings{bb104767, AUTHOR = "Rahimi, A. and Shaban, A. and Ajanthan, T. and Hartley, R. and Boots, B.", TITLE = "Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:395-412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101140"} @inproceedings{bb104768, AUTHOR = "Sun, M. and Dou, H.X. and Yan, J.J.", TITLE = "Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIII:463-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101141"} @inproceedings{bb104769, AUTHOR = "Zhu, L.C. and Arik, S.O. and Yang, Y. and Pfister, T.", TITLE = "Learning to Transfer Learn: Reinforcement Learning-based Selection for Adaptive Transfer Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:342-358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101142"} @inproceedings{bb104770, AUTHOR = "Yao, A.B. and Sun, D.", TITLE = "Knowledge Transfer via Dense Cross-layer Mutual-distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XV:294-311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101143"} @inproceedings{bb104771, AUTHOR = "Yue, K.Y. and Deng, J.F. and Zhou, F.", TITLE = "Matching Guided Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XV:312-328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101144"} @inproceedings{bb104772, AUTHOR = "Wang, W. and Zhai, W. and Cao, Y.", TITLE = "Deep Inhomogeneous Regularization For Transfer Learning", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "221-225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101145"} @inproceedings{bb104773, AUTHOR = "Zhang, Y.C. and Lan, Z.H. and Dai, Y.C. and Zeng, F.G. and Bai, Y. and Chang, J. and Wei, Y.C.", TITLE = "Prime-aware Adaptive Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:658-674", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101146"} @inproceedings{bb104774, AUTHOR = "Zhong, Y. and Wang, J.F. and Peng, J. and Zhang, L.", TITLE = "Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:615-631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101147"} @inproceedings{bb104775, AUTHOR = "Dwivedi, K. and Huang, J. and Cichy, R.M. and Roig, G.", TITLE = "Duality Diagram Similarity: A Generic Framework for Initialization Selection in Task Transfer Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:497-513", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101148"} @inproceedings{bb104776, AUTHOR = "Luo, S. and Pan, W.W. and Wang, X.C. and Wang, D.Z. and Tang, H.H. and Song, M.L.", TITLE = "Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-Talent Student Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "VI:631-646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101149"} @inproceedings{bb104777, AUTHOR = "Chen, L.C. and Lopes, R.G. and Cheng, B. and Collins, M.D. and Cubuk, E.D. and Zoph, B. and Adam, H. and Shlens, J.", TITLE = "Naive-Student: Leveraging Semi-supervised Learning in Video Sequences for Urban Scene Segmentation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IX:695-714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101150"} @inproceedings{bb104778, AUTHOR = "Xu, G.D. and Liu, Z.W. and Li, X.X. and Loy, C.C.", TITLE = "Knowledge Distillation Meets Self-Supervision", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IX:588-604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101151"} @inproceedings{bb104779, AUTHOR = "Li, X.J. and Wu, J.L. and Fang, H.Y. and Liao, Y. and Wang, F. and Qian, C.", TITLE = "Local Correlation Consistency for Knowledge Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XII: 18-33", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101152"} @inproceedings{bb104780, AUTHOR = "Zhao, L. and Peng, X. and Chen, Y.X. and Kapadia, M. and Metaxas, D.N.", TITLE = "Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "6527-6536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101153"} @inproceedings{bb104781, AUTHOR = "Yan, X.T. and Misra, I. and Gupta, A. and Ghadiyaram, D. and Mahajan, D.", TITLE = "ClusterFit: Improving Generalization of Visual Representations", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "6508-6517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101154"} @inproceedings{bb104782, AUTHOR = "Wang, Y. and Chen, X. and You, Y. and Li, L.E. and Hariharan, B. and Campbell, M. and Weinberger, K.Q. and Chao, W.", TITLE = "Train in Germany, Test in the USA: Making 3D Object Detectors Generalize", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11710-11720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101155"} @inproceedings{bb104783, AUTHOR = "Passalis, N. and Tzelepi, M. and Tefas, A.", TITLE = "Heterogeneous Knowledge Distillation Using Information Flow Modeling", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "2336-2345", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101156"} @inproceedings{bb104784, AUTHOR = "Bhattacharjee, B. and Render, J.R. and Hill, M. and Dube, P. and Huo, S. and Glass, M.R. and Belgodere, B. and Pankanti, S. and Codella, N. and Watson, P.", TITLE = "P2L: Predicting Transfer Learning for Images and Semantic Relations", BOOKTITLE = DeepVision20, YEAR = "2020", PAGES = "3284-3293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101157"} @inproceedings{bb104785, AUTHOR = "Zhong, Y. and Maki, A.", TITLE = "Regularizing CNN Transfer Learning With Randomised Regression", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "13634-13643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101158"} @inproceedings{bb104786, AUTHOR = "Yan, X. and Acuna, D. and Fidler, S.", TITLE = "Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3892-3901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101159"} @inproceedings{bb104787, AUTHOR = "Kim, Y. and Soh, J.W. and Park, G.Y. and Cho, N.I.", TITLE = "Transfer Learning From Synthetic to Real-Noise Denoising With Adaptive Instance Normalization", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3479-3489", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101160"} @inproceedings{bb104788, AUTHOR = "Royer, A. and Lampert, C.H.", TITLE = "A Flexible Selection Scheme for Minimum-Effort Transfer Learning", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2180-2189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101161"} @inproceedings{bb104789, AUTHOR = "Lamb, A. and Ozair, S. and Verma, V. and Ha, D.", TITLE = "SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "952-961", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101162"} @inproceedings{bb104790, AUTHOR = "Li, J. and Xu, Z. and Wang, Y. and Zhao, Q. and Kankanhalli, M.S.", TITLE = "GradMix: Multi-source Transfer across Domains and Tasks", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "3008-3016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101163"} @inproceedings{bb104791, AUTHOR = "Bi, S. and Sunkavalli, K. and Perazzi, F. and Shechtman, E. and Kim, V. and Ramamoorthi, R.", TITLE = "Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "2730-2739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101164"} @inproceedings{bb104792, AUTHOR = "Tran, A.T. and Nguyen, C. and Hassner, T.", TITLE = "Transferability and Hardness of Supervised Classification Tasks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1395-1405", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101165"} @inproceedings{bb104793, AUTHOR = "Wu, Y.W. and Zhang, Z.M. and Wang, G.H.", TITLE = "Unsupervised Deep Feature Transfer for Low Resolution Image Classification", BOOKTITLE = RLQ19, YEAR = "2019", PAGES = "1065-1069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101166"} @inproceedings{bb104794, AUTHOR = "Li, K. and Zhang, Y. and Li, K. and Li, Y. and Fu, Y.", TITLE = "Attention Bridging Network for Knowledge Transfer", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "5197-5206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101167"} @inproceedings{bb104795, AUTHOR = "Kuen, J. and Perazzi, F. and Lin, Z. and Zhang, J. and Tan, Y.", TITLE = "Scaling Object Detection by Transferring Classification Weights", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6043-6052", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101168"} @inproceedings{bb104796, AUTHOR = "Huang, H. and Jain, V. and Mehta, H. and Ku, A. and Magalhaes, G. and Baldridge, J. and Ie, E.", TITLE = "Transferable Representation Learning in Vision-and-Language Navigation", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "7403-7412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101169"} @inproceedings{bb104797, 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#TT101170"} @inproceedings{bb104798, AUTHOR = "Durall, R. and Pfreundt, F. and Keuper, J.", TITLE = "Semi Few-Shot Attribute Translation", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101171"} @inproceedings{bb104799, AUTHOR = "Iqbal, A. and Richard, A. and Gall, J.", TITLE = "Enhancing Temporal Action Localization with Transfer Learning from Action Recognition", BOOKTITLE = CoView19, YEAR = "2019", PAGES = "1533-1540", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT101172"}