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        AUTHOR = "Wang, Z. and Dai, Z.H. and Poczos, B. and Carbonell, J.",
        TITLE = "Characterizing and Avoiding Negative Transfer",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11285-11294",
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@inproceedings{bb137001,
        AUTHOR = "Chen, Y.C. and Lin, Y.Y. and Yang, M.H. and Huang, J.B.",
        TITLE = "CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1791-1800",
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@inproceedings{bb137002,
        AUTHOR = "Wang, P. and Vasconcelos, N.M.",
        TITLE = "A Machine Teaching Framework for Scalable Recognition",
        BOOKTITLE = ICCV21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133007"}

@inproceedings{bb137003,
        AUTHOR = "Li, Y.S. and Vasconcelos, N.M.",
        TITLE = "Efficient Multi-Domain Learning by Covariance Normalization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5419-5428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133008"}

@inproceedings{bb137004,
        AUTHOR = "Essich, M. and Ludl, D. and Gulde, T. and Curio, C.",
        TITLE = "Learning to Translate Between Real World and Simulated 3D Sensors
While Transferring Task Models",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "681-689",
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@inproceedings{bb137005,
        AUTHOR = "Coors, B. and Condurache, A.P. and Geiger, A.",
        TITLE = "NoVA: Learning to See in Novel Viewpoints and Domains",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "116-125",
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@inproceedings{bb137006,
        AUTHOR = "Bao, Y. and Li, Y. and Huang, S. and Zhang, L. and Zheng, L. and Zamir, A. and Guibas, L.J.",
        TITLE = "An Information-Theoretic Approach to Transferability in Task Transfer
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@inproceedings{bb137007,
        AUTHOR = "Deng, X.Q. and Zhu, Y. and Tian, Y.X. and Newsam, S.",
        TITLE = "Scale Aware Adaptation for Land-Cover Classification in Remote
Sensing Imagery",
        BOOKTITLE = WACV21,
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@inproceedings{bb137008,
        AUTHOR = "Zhu, Y. and Xue, J. and Newsam, S.",
        TITLE = "Gated Transfer Network for Transfer Learning",
        BOOKTITLE = ACCV18,
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        PAGES = "IV:354-369",
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@inproceedings{bb137009,
        AUTHOR = "Zhong, Y. and Li, V. and Okada, R. and Maki, A.",
        TITLE = "Target Aware Network Adaptation for Efficient Representation Learning",
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        PAGES = "IV:450-467",
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@inproceedings{bb137010,
        AUTHOR = "Okatani, T. and Liu, X. and Suganuma, M.",
        TITLE = "Improving Generalization Ability of Deep Neural Networks for Visual
Recognition Tasks",
        BOOKTITLE = CCIW19,
        YEAR = "2019",
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@inproceedings{bb137011,
        AUTHOR = "Sayed, N. and Brattoli, B. and Ommer, B.",
        TITLE = "Cross and Learn: Cross-Modal Self-supervision",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
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@inproceedings{bb137012,
        AUTHOR = "Rahman, M.M. and Fookes, C. and Baktashmotlagh, M. and Sridharan, S.",
        TITLE = "Multi-Component Image Translation for Deep Domain Generalization",
        BOOKTITLE = WACV19,
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@inproceedings{bb137013,
        AUTHOR = "Chen, D. and Liang, X. and Wang, Y. and Gao, W.",
        TITLE = "Soft Transfer Learning via Gradient Diagnosis for Visual Relationship
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        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1118-1126",
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@inproceedings{bb137014,
        AUTHOR = "Wang, T. and Huan, J. and Zhu, M.",
        TITLE = "Instance-Based Deep Transfer Learning",
        BOOKTITLE = WACV19,
        YEAR = "2019",
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@inproceedings{bb137015,
        AUTHOR = "Li, J.S. and Zhou, P. and Chen, Y.P. and Zhao, J. and Roy, S. and Yan, S.C. and Feng, J.S. and Sim, T.",
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        YEAR = "2019",
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@inproceedings{bb137016,
        AUTHOR = "Zhang, Y. and Xiang, T. and Hospedales, T.M. and Lu, H.C.",
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@inproceedings{bb137017,
        AUTHOR = "Kundu, J.N. and Uppala, P.K. and Pahuja, A. and Babu, R.V.",
        TITLE = "AdaDepth: Unsupervised Content Congruent Adaptation for Depth
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@inproceedings{bb137018,
        AUTHOR = "Lee, K. and He, X. and Zhang, L. and Yang, L.",
        TITLE = "CleanNet: Transfer Learning for Scalable Image Classifier Training
with Label Noise",
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@inproceedings{bb137019,
        AUTHOR = "Zamir, A.R. and Sax, A. and Cheerla, N. and Suri, R. and Cao, Z. and Malik, J. and Guibas, L.J.",
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@inproceedings{bb137021,
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@inproceedings{bb137022,
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@inproceedings{bb137023,
        AUTHOR = "Noroozi, M. and Vinjimoor, A. and Favaro, P. and Pirsiavash, H.",
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@inproceedings{bb137024,
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@inproceedings{bb137025,
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@inproceedings{bb137026,
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@inproceedings{bb137027,
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@inproceedings{bb137029,
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@inproceedings{bb137042,
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@inproceedings{bb137053,
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@inproceedings{bb137055,
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@inproceedings{bb137057,
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@inproceedings{bb137062,
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@inproceedings{bb137063,
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Classification",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3927-3932",
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@inproceedings{bb137065,
        AUTHOR = "Samanta, S. and Selvan, T. and Das, S.",
        TITLE = "Modeling Sequential Domain Shift through Estimation of Optimal
Sub-spaces for Categorization",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133070"}

@inproceedings{bb137066,
        AUTHOR = "Farajidavar, N. and de Campos, T. and Kittler, J.V.",
        TITLE = "Transductive Transfer Machine",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "III: 623-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133071"}

@inproceedings{bb137067,
        AUTHOR = "Farajidavar, N. and de Campos, T. and Kittler, J.V.",
        TITLE = "Adaptive Transductive Transfer Machine",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133072"}

@inproceedings{bb137068,
        AUTHOR = "Amaral, T. and Silva, L.M. and Alexandre, L.A. and Kandaswamy, C. and de Sa, J.M. and Santos, J.M.",
        TITLE = "Transfer Learning Using Rotated Image Data to Improve Deep Neural
Network Performance",
        BOOKTITLE = ICIAR14,
        YEAR = "2014",
        PAGES = "I: 290-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133073"}

@inproceedings{bb137069,
        AUTHOR = "Branson, S. and Hjorleifsson, K.E. and Perona, P.",
        TITLE = "Active Annotation Translation",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3702-3709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133074"}

@inproceedings{bb137070,
        AUTHOR = "Zhang, B. and Wang, Y. and Wang, Y. and Chen, F.",
        TITLE = "Stable Learning in Coding Space for Multi-class Decoding and Its
Extension for Multi-class Hypothesis Transfer Learning",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1075-1081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133075"}

@inproceedings{bb137071,
        AUTHOR = "Tsuchiya, M. and Yamauchi, Y. and Fujiyoshi, H. and Yamashita, T.",
        TITLE = "Hybrid Transfer Learning for Efficient Learning in Object Detection",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "69-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133076"}

@inproceedings{bb137072,
        AUTHOR = "Rana, A. and Zepeda, J. and Perez, P.",
        TITLE = "Feature Learning for the Image Retrieval Task",
        BOOKTITLE = FSLCV14,
        YEAR = "2014",
        PAGES = "III: 152-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133077"}

@inproceedings{bb137073,
        AUTHOR = "Kulkarni, P. and Zepeda, J. and Jurie, F. and Perez, P. and Chevallier, L.",
        TITLE = "Learning the Structure of Deep Architectures Using L1 Regularization",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133078"}

@inproceedings{bb137074,
        AUTHOR = "Kulkarni, P. and Sharma, G. and Zepeda, J. and Chevallier, L.",
        TITLE = "Transfer learning via attributes for improved on-the-fly
classification",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "220-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133079"}

@inproceedings{bb137075,
        AUTHOR = "Long, M.S. and Ding, G.G. and Wang, J.M. and Sun, J.G. and Guo, Y.C. and Yu, P.S.",
        TITLE = "Transfer Sparse Coding for Robust Image Representation",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "407-414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133080"}

@inproceedings{bb137076,
        AUTHOR = "Kobetski, M. and Sullivan, J.",
        TITLE = "Discriminative tree-based feature mapping",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133081"}

@inproceedings{bb137077,
        AUTHOR = "Kobetski, M. and Sullivan, J.",
        TITLE = "Apprenticeship Learning: Transfer of Knowledge via Dataset Augmentation",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "432-443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133082"}

@inproceedings{bb137078,
        AUTHOR = "Chen, S.K. and Sanderson, C. and Harandi, M.T. and Lovell, B.C.",
        TITLE = "Improved Image Set Classification via Joint Sparse Approximated
Nearest Subspaces",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "452-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133083"}

@inproceedings{bb137079,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "Transfer Learning Through Greedy Subset Selection",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133084"}

@inproceedings{bb137080,
        AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
        TITLE = "From N to N+1: Multiclass Transfer Incremental Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3358-3365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133085"}

@inproceedings{bb137081,
        AUTHOR = "Sharmanska, V. and Quadrianto, N. and Lampert, C.H.",
        TITLE = "Learning to Rank Using Privileged Information",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "825-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133086"}

@inproceedings{bb137082,
        AUTHOR = "Liu, J.C. and McCloskey, S. and Liu, Y.X.",
        TITLE = "Training data recycling for multi-level learning",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2314-2318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133087"}

@inproceedings{bb137083,
        AUTHOR = "Costa Pereira, J. and Vasconcelos, N.M.",
        TITLE = "On the regularization of image semantics by modal expansion",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3093-3099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133088"}

@inproceedings{bb137084,
        AUTHOR = "Guillaumin, M. and Ferrari, V.",
        TITLE = "Large-scale knowledge transfer for object localization in ImageNet",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3202-3209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133089"}

@inproceedings{bb137085,
        AUTHOR = "Ye, G.N. and Liu, D. and Jhuo, I.H. and Chang, S.F.",
        TITLE = "Robust late fusion with rank minimization",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3021-3028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133090"}

@inproceedings{bb137086,
        AUTHOR = "Aytar, Y. and Zisserman, A.",
        TITLE = "Tabula rasa: Model transfer for object category detection",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2252-2259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133091"}

@inproceedings{bb137087,
        AUTHOR = "Wang, H. and Nie, F.P. and Huang, H. and Ding, C.",
        TITLE = "Dyadic transfer learning for cross-domain image classification",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "551-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133092"}

@inproceedings{bb137088,
        AUTHOR = "Yu, X.D. and Aloimonos, Y.F.",
        TITLE = "Attribute-Based Transfer Learning for Object Categorization with
Zero/One Training Example",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "V: 127-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133093"}

@inproceedings{bb137089,
        AUTHOR = "Yao, Y. and Doretto, G.",
        TITLE = "Boosting for transfer learning with multiple sources",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1855-1862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133094"}

@inproceedings{bb137090,
        AUTHOR = "Lampert, C.H. and Kromer, O.",
        TITLE = "Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality
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        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 566-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133095"}

@inproceedings{bb137091,
        AUTHOR = "Ahmed, A. and Yu, K. and Xu, W. and Gong, Y.H. and Xing, E.",
        TITLE = "Training Hierarchical Feed-Forward Visual Recognition Models Using
Transfer Learning from Pseudo-Tasks",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 69-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133096"}

@inproceedings{bb137092,
        AUTHOR = "Quattoni, A. and Collins, M. and Darrell, T.J.",
        TITLE = "Transfer learning for image classification with sparse prototype
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        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133097"}

@inproceedings{bb137093,
        AUTHOR = "Darrell, T.J. and Collins, M. and Quattoni, A.",
        TITLE = "Transfer learning for image classification with sparse prototype
representations",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133097"}

@inproceedings{bb137094,
        AUTHOR = "Quattoni, A. and Collins, M. and Darrell, T.J.",
        TITLE = "Learning Visual Representations using Images with Captions",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT133098"}

@article{bb137095,
        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/pattern605pret3.html#TT133099"}

@article{bb137096,
        AUTHOR = "Wen, Y. and Chen, L.T. and Deng, Y. and Zhou, C.",
        TITLE = "Rethinking pre-training on medical imaging",
        JOURNAL = JVCIR,
        VOLUME = "78",
        YEAR = "2021",
        PAGES = "103145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605pret3.html#TT133100"}

@article{bb137097,
        AUTHOR = "Zhang, T. and Gao, P. and Dong, H. and Zhuang, Y. and Wang, G.Q. and Zhang, W. and Chen, H.",
        TITLE = "Consecutive Pre-Training: A Knowledge Transfer Learning Strategy with
Relevant Unlabeled Data for Remote Sensing Domain",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605pret3.html#TT133101"}

@article{bb137098,
        AUTHOR = "Kataoka, H. and Okayasu, K. and Matsumoto, A. and Yamagata, E. and Yamada, R. and Inoue, N. and Nakamura, A. and Satoh, Y.",
        TITLE = "Pre-Training Without Natural Images",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "990-1007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605pret3.html#TT133102"}

@inproceedings{bb137099,
        AUTHOR = "Satoh, Y. and Nakamura, A. and Inoue, N. and Yamada, R. and Yamagata, E. and Matsumoto, A. and Okayasu, K. and Kataoka, H.",
        TITLE = "Pre-Training Without Natural Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:583-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605pret3.html#TT133102"}