@inproceedings{bb117700, AUTHOR = "Xu, Q.W. and Zhang, R.P. and Zhang, Y. and Wang, Y.F. and Tian, Q.", TITLE = "A Fourier-based Framework for Domain Generalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "14378-14387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113894"} @inproceedings{bb117701, AUTHOR = "Jamal, M.A. and Wang, L.Q. and Gong, B.Q.", TITLE = "A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6557-6566", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113895"} @inproceedings{bb117702, AUTHOR = "Yun, S. and Oh, S.J. and Heo, B. and Han, D.Y. and Choe, J. and Chun, S.", TITLE = "Re-labeling ImageNet: From Single to Multi-Labels, from Global to Localized Labels", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2340-2350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113896"} @inproceedings{bb117703, AUTHOR = "Pouransari, H. and Javaheripi, M. and Sharma, V. and Tuzel, O.", TITLE = "Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution", BOOKTITLE = ECV21, YEAR = "2021", PAGES = "3026-3036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113897"} @inproceedings{bb117704, AUTHOR = "de la Comble, A. and Prepin, K.", TITLE = "Efficient transfer learning for multi-channel convolutional neural networks", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113898"} @inproceedings{bb117705, AUTHOR = "Hou, J. and Deng, J.D. and Cranefield, S. and Ding, X.J.", TITLE = "Cross-Domain Latent Modulation for Variational Transfer Learning", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3148-3157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113899"} @inproceedings{bb117706, AUTHOR = "Wei, P.F. and Leong, T.Y.", TITLE = "Randomized Transferable Machine", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8711-8718", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113900"} @inproceedings{bb117707, AUTHOR = "Marini, N. and Otalora, S. and Muller, H. and Atzori, M.", TITLE = "Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations", BOOKTITLE = AIDP20, YEAR = "2020", PAGES = "105-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113901"} @inproceedings{bb117708, AUTHOR = "Rahimi, A. and Shaban, A. and Ajanthan, T. and Hartley, R.I. 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#TT113902"} @inproceedings{bb117709, 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#TT113903"} @inproceedings{bb117710, 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#TT113904"} @inproceedings{bb117711, 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#TT113905"} @inproceedings{bb117712, AUTHOR = "Zhong, Y.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#TT113906"} @inproceedings{bb117713, AUTHOR = "Dwivedi, K. and Huang, J.H. 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#TT113907"} @inproceedings{bb117714, 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#TT113908"} @inproceedings{bb117715, 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#TT113909"} @inproceedings{bb117716, 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#TT113910"} @inproceedings{bb117717, 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#TT113911"} @inproceedings{bb117718, 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#TT113912"} @inproceedings{bb117719, 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#TT113913"} @inproceedings{bb117720, 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#TT113914"} @inproceedings{bb117721, 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#TT113915"} @inproceedings{bb117722, 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#TT113916"} @inproceedings{bb117723, 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#TT113917"} @inproceedings{bb117724, 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#TT113918"} @inproceedings{bb117725, 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#TT113919"} @inproceedings{bb117726, 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#TT113920"} @inproceedings{bb117727, 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#TT113921"} @inproceedings{bb117728, 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#TT113922"} @inproceedings{bb117729, 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#TT113923"} @inproceedings{bb117730, 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#TT113924"} @inproceedings{bb117731, 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#TT113925"} @inproceedings{bb117732, AUTHOR = "Durall, R. and Pfreundt, F.J. and Keuper, J.", TITLE = "Semi Few-Shot Attribute Translation", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113926"} @inproceedings{bb117733, 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#TT113927"} @inproceedings{bb117734, AUTHOR = "Liu, B. and Wu, Z. and Hu, H. and Lin, S.", TITLE = "Deep Metric Transfer for Label Propagation with Limited Annotated Data", BOOKTITLE = MDALC19, YEAR = "2019", PAGES = "1317-1326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113928"} @inproceedings{bb117735, AUTHOR = "Jakubovitz, D. and Rodrigues, M.R.D. and Giryes, R.", TITLE = "Lautum Regularization for Semi-Supervised Transfer Learning", BOOKTITLE = SDL-CV19, YEAR = "2019", PAGES = "763-767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113929"} @inproceedings{bb117736, AUTHOR = "Cicek, S. and Soatto, S.", TITLE = "Unsupervised Domain Adaptation via Regularized Conditional Alignment", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1416-1425", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113930"} @inproceedings{bb117737, AUTHOR = "Dwivedi, K. and Roig, G.", TITLE = "Representation Similarity Analysis for Efficient Task Taxonomy and Transfer Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "12379-12388", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113931"} @inproceedings{bb117738, AUTHOR = "Wang, Z. and Dai, Z. and Poczos, B. and Carbonell, J.", TITLE = "Characterizing and Avoiding Negative Transfer", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11285-11294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113932"} @inproceedings{bb117739, AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.", TITLE = "On Modulating the Gradient for Meta-learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "VIII:556-572", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113933"} @inproceedings{bb117740, AUTHOR = "Herath, S. and Harandi, M. and Fernando, B. and Nock, R.", TITLE = "Min-Max Statistical Alignment for Transfer Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9280-9289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113934"} @inproceedings{bb117741, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113935"} @inproceedings{bb117742, AUTHOR = "Wang, P. and Vasconcelos, N.M.", TITLE = "A Machine Teaching Framework for Scalable Recognition", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4925-4934", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113936"} @inproceedings{bb117743, 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#TT113937"} @inproceedings{bb117744, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113938"} @inproceedings{bb117745, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113939"} @inproceedings{bb117746, 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 Learning", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2309-2313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113940"} @inproceedings{bb117747, 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, YEAR = "2021", PAGES = "2159-2168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113941"} @inproceedings{bb117748, AUTHOR = "Zhu, Y. and Xue, J. and Newsam, S.", TITLE = "Gated Transfer Network for Transfer Learning", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "IV:354-369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113942"} @inproceedings{bb117749, AUTHOR = "Kim, J. and Koh, J. and Kim, Y. and Choi, J. and Hwang, Y. and Choi, J.W.", TITLE = "Robust Deep Multi-modal Learning Based on Gated Information Fusion Network", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "IV:90-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113943"} @inproceedings{bb117750, AUTHOR = "Zhong, Y. and Li, V. and Okada, R. and Maki, A.", TITLE = "Target Aware Network Adaptation for Efficient Representation Learning", BOOKTITLE = CEFR-LCV18, YEAR = "2018", PAGES = "IV:450-467", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113944"} @inproceedings{bb117751, 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", PAGES = "3-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113945"} @inproceedings{bb117752, AUTHOR = "Sawatzky, J. and Garbade, M. and Gall, J.", TITLE = "Ex Paucis Plura: Learning Affordance Segmentation from Very Few Examples", BOOKTITLE = GCPR18, YEAR = "2018", PAGES = "169-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113946"} @inproceedings{bb117753, AUTHOR = "Sayed, N. and Brattoli, B. and Ommer, B.", TITLE = "Cross and Learn: Cross-Modal Self-supervision", BOOKTITLE = GCPR18, YEAR = "2018", PAGES = "228-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113947"} @inproceedings{bb117754, AUTHOR = "Rahman, M.M. and Fookes, C. and Baktashmotlagh, M. and Sridharan, S.", TITLE = "Multi-Component Image Translation for Deep Domain Generalization", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "579-588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113948"} @inproceedings{bb117755, AUTHOR = "Chen, D. and Liang, X. and Wang, Y. and Gao, W.", TITLE = "Soft Transfer Learning via Gradient Diagnosis for Visual Relationship Detection", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "1118-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113949"} @inproceedings{bb117756, AUTHOR = "Wang, T. and Huan, J. and Zhu, M.", TITLE = "Instance-Based Deep Transfer Learning", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "367-375", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113950"} @inproceedings{bb117757, 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.", TITLE = "Task Relation Networks", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "932-940", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113951"} @inproceedings{bb117758, AUTHOR = "Zhang, Y. and Xiang, T. and Hospedales, T.M. and Lu, H.C.", TITLE = "Deep Mutual Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "4320-4328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113952"} @inproceedings{bb117759, AUTHOR = "Kundu, J.N. and Uppala, P.K. and Pahuja, A. and Babu, R.V.", TITLE = "AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "2656-2665", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113953"} @inproceedings{bb117760, AUTHOR = "Lee, K. and He, X. and Zhang, L. and Yang, L.", TITLE = "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "5447-5456", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113954"} @inproceedings{bb117761, AUTHOR = "Zamir, A.R. and Sax, A. and Cheerla, N. and Suri, R. and Cao, Z. and Malik, J. and Guibas, L.J.", TITLE = "Robust Learning Through Cross-Task Consistency", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11194-11203", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113955"} @inproceedings{bb117762, AUTHOR = "Zamir, A.R. and Sax, A. and Shen, W. and Guibas, L.J. and Malik, J. and Savarese, S.", TITLE = "Taskonomy: Disentangling Task Transfer Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "3712-3722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113956"} @inproceedings{bb117763, AUTHOR = "Chen, S. and Zhang, C. and Dong, M.", TITLE = "Coupled End-to-End Transfer Learning with Generalized Fisher Information", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "4329-4338", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113957"} @inproceedings{bb117764, AUTHOR = "Huang, X. and Peng, Y.", TITLE = "Deep Cross-Media Knowledge Transfer", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8837-8846", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113958"} @inproceedings{bb117765, AUTHOR = "Noroozi, M. and Vinjimoor, A. and Favaro, P. and Pirsiavash, H.", TITLE = "Boosting Self-Supervised Learning via Knowledge Transfer", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "9359-9367", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113959"} @inproceedings{bb117766, AUTHOR = "Mormont, R. and Geurts, P. and Maree, R.", TITLE = "Comparison of Deep Transfer Learning Strategies for Digital Pathology", BOOKTITLE = Microscopy18, YEAR = "2018", PAGES = "2343-234309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113960"} @inproceedings{bb117767, AUTHOR = "Lu, W. and Chung, F.", TITLE = "A Deep Graphical Model for Layered Knowledge Transfer", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "260-265", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113961"} @inproceedings{bb117768, AUTHOR = "Passalis, N. and Tefas, A.", TITLE = "Neural Network Knowledge Transfer using Unsupervised Similarity Matching", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "716-721", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113962"} @inproceedings{bb117769, AUTHOR = "Pan, X.G. and Luo, P. and Shi, J.P. and Tang, X.", TITLE = "Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "II: 484-500", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113963"} @inproceedings{bb117770, AUTHOR = "Huang, H.S. and Huang, Q.X. and Krahenbuhl, P.", TITLE = "Domain Transfer Through Deep Activation Matching", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XVI: 611-626", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113964"} @inproceedings{bb117771, AUTHOR = "Tao, Q.Y. and Yang, H. and Cai, J.F.", TITLE = "Zero-Annotation Object Detection with Web Knowledge Transfer", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XI: 387-403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113965"} @inproceedings{bb117772, AUTHOR = "Paul, A. and Majumdar, A. and Mukherjee, D.P.", TITLE = "Discriminative Autoencoder", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3049-3053", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113966"} @inproceedings{bb117773, AUTHOR = "Inoue, T. and Choudhury, S. and de Magistris, G. and Dasgupta, S.", TITLE = "Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2725-2729", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113967"} @inproceedings{bb117774, AUTHOR = "Liu, X. and Wang, C. and Hu, Y. and Zeng, Z. and Bai, J. and Liao, G.", TITLE = "Transfer Learning with Convolutional Neural Network for Early Gastric Cancer Classification on Magnifiying Narrow-Band Imaging Images", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "1388-1392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113968"} @inproceedings{bb117775, AUTHOR = "Bai, T. and Yang, J. and Chen, J. and Guo, X. and Huang, X. and Yao, Y.", TITLE = "Double-Task Deep Q-Learning with Multiple Views", BOOKTITLE = CEFR-LCV17, YEAR = "2017", PAGES = "1050-1058", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113969"} @inproceedings{bb117776, AUTHOR = "Chang, J.H.R. and Li, C.L. and Poczos, B. and Kumar, B.V.K.V.", TITLE = "One Network to Solve Them All: Solving Linear Inverse Problems Using Deep Projection Models", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5889-5898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113970"} @inproceedings{bb117777, AUTHOR = "Li, D. and Yang, Y. and Song, Y.Z. and Hospedales, T.M.", TITLE = "Deeper, Broader and Artier Domain Generalization", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5543-5551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113971"} @inproceedings{bb117778, AUTHOR = "Kim, K.I. and Richardt, C. and Chang, H.J.", TITLE = "Combining Task Predictors via Enhancing Joint Predictability", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVI: 439-455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113972"} @inproceedings{bb117779, AUTHOR = "Kim, K.I. and Tompkin, J.", TITLE = "Testing using Privileged Information by Adapting Features with Statistical Dependence", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9385-9393", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113973"} @inproceedings{bb117780, AUTHOR = "Kim, K.I. and Tompkin, J. and Richardt, C.", TITLE = "Predictor Combination at Test Time", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3573-3581", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113974"} @inproceedings{bb117781, AUTHOR = "Aygun, M. and Aytar, Y. and Ekenel, H.K.", TITLE = "Exploiting Convolution Filter Patterns for Transfer Learning", BOOKTITLE = TASKCV17, YEAR = "2017", PAGES = "2674-2680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113975"} @inproceedings{bb117782, AUTHOR = "Devi, V.S. and Padmanabhan, V. and Pujari, A.K.", TITLE = "A Matrix Factorization & Clustering Based Approach for Transfer Learning", BOOKTITLE = PReMI17, YEAR = "2017", PAGES = "77-83", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113976"} @inproceedings{bb117783, AUTHOR = "Zhang, J. and Li, W. and Ogunbona, P.", TITLE = "Joint Geometrical and Statistical Alignment for Visual Domain Adaptation", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "5150-5158", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113977"} @inproceedings{bb117784, AUTHOR = "Ge, W. and Yu, Y.", TITLE = "Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-Tuning", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "10-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113978"} @inproceedings{bb117785, AUTHOR = "Yu, L.J. and Fan, G.L.", TITLE = "Rare Class Oriented Scene Labeling Using CNN Incorporated Label Transfer", BOOKTITLE = ISVC16, YEAR = "2016", PAGES = "I: 309-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113979"} @inproceedings{bb117786, AUTHOR = "Littwin, E. and Wolf, L.", TITLE = "Complexity of multiverse networks and their multilayer generalization", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "372-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113980"} @inproceedings{bb117787, AUTHOR = "Littwin, E. and Wolf, L.", TITLE = "The Multiverse Loss for Robust Transfer Learning", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3957-3966", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113981"} @inproceedings{bb117788, AUTHOR = "Sharmanska, V. and Quadrianto, N.", TITLE = "Learning from the Mistakes of Others: Matching Errors in Cross-Dataset Learning", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3967-3975", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113982"} @inproceedings{bb117789, AUTHOR = "Chu, B. and Madhavan, V. and Beijbom, O. and Hoffman, J. and Darrell, T.J.", TITLE = "Best Practices for Fine-Tuning Visual Classifiers to New Domains", BOOKTITLE = TASKCV16, YEAR = "2016", PAGES = "III: 435-442", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113983"} @inproceedings{bb117790, AUTHOR = "Heravi, E.J. and Aghdam, H.H. and Puig, D.", TITLE = "Training a Mentee Network by Transferring Knowledge from a Mentor Network", BOOKTITLE = TASKCV16, YEAR = "2016", PAGES = "III: 500-507", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113984"} @inproceedings{bb117791, AUTHOR = "Yan, Y.G. and Wu, Q.Y. and Tan, M.K. and Min, H.Q.", TITLE = "Online Heterogeneous Transfer Learning by Weighted Offline and Online Classifiers", BOOKTITLE = TASKCV16, YEAR = "2016", PAGES = "III: 467-474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113985"} @inproceedings{bb117792, AUTHOR = "Sun, B. and Peng, X.C. and Yu, S.X. and Saenko, K.", TITLE = "Ground2sky label transfer for fine-grained aerial car recognition", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "360-364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113986"} @inproceedings{bb117793, AUTHOR = "Peng, X.C. and Hoffman, J. and Yu, S.X. and Saenko, K.", TITLE = "Fine-to-coarse knowledge transfer for low-res image classification", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "3683-3687", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113987"} @inproceedings{bb117794, AUTHOR = "Irie, G. and Arai, H. and Taniguchi, Y.", TITLE = "Alternating Co-Quantization for Cross-Modal Hashing", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1886-1894", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113988"} @inproceedings{bb117795, AUTHOR = "Shkodrani, S. and Hofmann, M. and Gavves, E.", TITLE = "Dynamic Adaptation on Non-stationary Visual Domains", BOOKTITLE = TASKCV18, YEAR = "2018", PAGES = "II:158-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113989"} @inproceedings{bb117796, AUTHOR = "Gavves, E. and Mensink, T. and Tommasi, T. and Snoek, C.G.M. and Tuytelaars, T.", TITLE = "Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2731-2739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113990"} @inproceedings{bb117797, AUTHOR = "Paul, A. and Rottensteiner, F. and Heipke, C.", TITLE = "Transfer Learning Based on Logistic Regression", BOOKTITLE = CMRT15, YEAR = "2015", PAGES = "145-152", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113991"} @inproceedings{bb117798, AUTHOR = "Liu, P.C. and Wang, C. and Yang, P.P. and Huang, K.Q. and Tan, T.N.", TITLE = "Cross-Domain Object Recognition Using Object Alignment", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113992"} @inproceedings{bb117799, AUTHOR = "Rochan, M. and Wang, Y.", TITLE = "Weakly supervised localization of novel objects using appearance transfer", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "4315-4324", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT113993"}