@inproceedings{bb113500,
        AUTHOR = "Mansilla, L. and Echeveste, R. and Milone, D.H. and Ferrante, E.",
        TITLE = "Domain Generalization via Gradient Surgery",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6610-6618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109761"}

@inproceedings{bb113501,
        AUTHOR = "Gong, Y. and Lin, X. and Yao, Y. and Dietterich, T.G. and Divakaran, A. and Gervasio, M.",
        TITLE = "Confidence Calibration for Domain Generalization under Covariate
Shift",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8938-8947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109762"}

@inproceedings{bb113502,
        AUTHOR = "Kim, D. and Yoo, Y. and Park, S.H. and Kim, J. and Lee, J.",
        TITLE = "SelfReg: Self-supervised Contrastive Regularization for Domain
Generalization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9599-9608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109763"}

@inproceedings{bb113503,
        AUTHOR = "Sariyildiz, M.B. and Kalantidis, Y. and Larlus, D. and Alahari, K.",
        TITLE = "Concept Generalization in Visual Representation Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9609-9619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109764"}

@inproceedings{bb113504,
        AUTHOR = "Shankar, V. and Dave, A. and Roelofs, R. and Ramanan, D. and Recht, B. and Schmidt, L.",
        TITLE = "Do Image Classifiers Generalize Across Time?",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9641-9649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109765"}

@inproceedings{bb113505,
        AUTHOR = "Paul, S. and Dutta, T. and Biswas, S.",
        TITLE = "Universal Cross-Domain Retrieval:
Generalizing Across Classes and Domains",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12036-12044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109766"}

@inproceedings{bb113506,
        AUTHOR = "Wang, Z.J. and Luo, Y. and Qiu, R. and Huang, Z. and Baktashmotlagh, M.",
        TITLE = "Learning to Diversify for Single Domain Generalization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "814-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109767"}

@inproceedings{bb113507,
        AUTHOR = "Narayanan, M. and Rajendran, V. and Kimia, B.",
        TITLE = "Shape-Biased Domain Generalization via Shock Graph Embeddings",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1295-1305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109768"}

@inproceedings{bb113508,
        AUTHOR = "Li, P. and Li, D. and Li, W. and Gong, S.G. and Fu, Y.W. and Hospedales, T.M.",
        TITLE = "A Simple Feature Augmentation for Domain Generalization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8866-8875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109769"}

@inproceedings{bb113509,
        AUTHOR = "Tang, Z.Q. and Gao, Y.H. and Zhu, Y. and Zhang, Z. and Li, M. and Metaxas, D.N.",
        TITLE = "CrossNorm and SelfNorm for Generalization under Distribution Shifts",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "52-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109770"}

@inproceedings{bb113510,
        AUTHOR = "Azimi, F. and Palacio, S. and Raue, F. and Hees, J. and Bertinetto, L. and Dengel, A.",
        TITLE = "Self-Supervised Test-Time Adaptation on Video Data",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2603-2612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109771"}

@inproceedings{bb113511,
        AUTHOR = "Mangla, P. and Chandhok, S. and Balasubramanian, V.N. and Khan, F.S.",
        TITLE = "COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes
in Unseen Domains",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1618-1627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109772"}

@inproceedings{bb113512,
        AUTHOR = "Kim, J. and Lee, J.Y. and Park, J. and Min, D.B. and Sohn, K.H.",
        TITLE = "Self-Balanced Learning for Domain Generalization",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "779-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109773"}

@inproceedings{bb113513,
        AUTHOR = "Le, H.S. and Akmeliawati, R. and Carneiro, G.",
        TITLE = "Combining Data Augmentation and Domain Distance Minimisation to
Reduce Domain Generalisation Error",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109774"}

@inproceedings{bb113514,
        AUTHOR = "Pandey, P. and Raman, M. and Varambally, S. and Ap, P.",
        TITLE = "Generalization on Unseen Domains via Inference-time Label-Preserving
Target Projections",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12919-12928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109775"}

@inproceedings{bb113515,
        AUTHOR = "Li, G.R. and Kang, G.L. and Zhu, Y. and Wei, Y.C. and Yang, Y.",
        TITLE = "Domain Consensus Clustering for Universal Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9752-9761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109776"}

@inproceedings{bb113516,
        AUTHOR = "Dubey, A. and Ramanathan, V. and Pentland, A. and Mahajan, D.",
        TITLE = "Adaptive Methods for Real-World Domain Generalization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14335-14344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109777"}

@inproceedings{bb113517,
        AUTHOR = "Choi, S. and Jung, S. and Yun, H. and Kim, J.T. and Kim, S. and Choo, J.",
        TITLE = "RobustNet: Improving Domain Generalization in Urban-Scene
Segmentation via Instance Selective Whitening",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11575-11585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109778"}

@inproceedings{bb113518,
        AUTHOR = "Fan, X.J. and Wang, Q.F. and Ke, J.J. and Yang, F. and Gong, B.Q. and Zhou, M.Y.",
        TITLE = "Adversarially Adaptive Normalization for Single Domain Generalization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8204-8213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109779"}

@inproceedings{bb113519,
        AUTHOR = "Huang, J.X. and Guan, D. and Xiao, A. and Lu, S.J.",
        TITLE = "FSDR: Frequency Space Domain Randomization for Domain Generalization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6887-6898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109780"}

@inproceedings{bb113520,
        AUTHOR = "Mitsuzumi, Y. and Irie, G. and Ikami, D. and Shibata, T.",
        TITLE = "Generalized Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1084-1093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109781"}

@inproceedings{bb113521,
        AUTHOR = "Li, L. and Gao, K. and Cao, J. and Huang, Z. and Weng, Y. and Mi, X.Y. and Yu, Z.Z. and Li, X.Y. and Xia, B.",
        TITLE = "Progressive Domain Expansion Network for Single Domain Generalization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "224-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109782"}

@inproceedings{bb113522,
        AUTHOR = "Eguchi, S. and Nakamura, R. and Tanaka, M.",
        TITLE = "Output augmentation works well without any domain knowledge",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109783"}

@inproceedings{bb113523,
        AUTHOR = "Borlino, F.C. and d'Innocente, A. and Tommasi, T.",
        TITLE = "Rethinking Domain Generalization Baselines",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9227-9233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109784"}

@inproceedings{bb113524,
        AUTHOR = "Wang, Z. and Loog, M. and van Gemert, J.C.",
        TITLE = "Respecting Domain Relations: Hypothesis Invariance for Domain
Generalization",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9756-9763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109785"}

@inproceedings{bb113525,
        AUTHOR = "Seo, S. and Suh, Y. and Kim, D.W. and Kim, G. and Han, J.W. and Han, B.H.",
        TITLE = "Learning to Optimize Domain Specific Normalization for Domain
Generalization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:68-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109786"}

@inproceedings{bb113526,
        AUTHOR = "Du, Y.J. and Xu, J. and Xiong, H. and Qiu, Q.A. and Zhen, X.T. and Snoek, C.G.M. and Shao, L.",
        TITLE = "Learning to Learn with Variational Information Bottleneck for Domain
Generalization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:200-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109787"}

@inproceedings{bb113527,
        AUTHOR = "Chattopadhyay, P. and Balaji, Y. and Hoffman, J.",
        TITLE = "Learning to Balance Specificity and Invariance for In and Out of Domain
Generalization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IX:301-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109788"}

@inproceedings{bb113528,
        AUTHOR = "Wang, S.J. and Yu, L. and Li, C. and Fu, C.W. and Heng, P.A.",
        TITLE = "Learning from Extrinsic and Intrinsic Supervisions for Domain
Generalization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IX:159-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109789"}

@inproceedings{bb113529,
        AUTHOR = "Qiao, F. and Zhao, L. and Peng, X.",
        TITLE = "Learning to Learn Single Domain Generalization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12553-12562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109790"}

@inproceedings{bb113530,
        AUTHOR = "Truong, D.T. and Duong, C.N. and Luu, K. and Tran, M.T. and Le, N.",
        TITLE = "Domain Generalization via Universal Non-volume Preserving Approach",
        BOOKTITLE = CRV20,
        YEAR = "2020",
        PAGES = "93-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109791"}

@inproceedings{bb113531,
        AUTHOR = "Yue, X. and Zhang, Y. and Zhao, S. and Sangiovanni Vincentelli, A. and Keutzer, K. and Gong, B.",
        TITLE = "Domain Randomization and Pyramid Consistency: Simulation-to-Real
Generalization Without Accessing Target Domain Data",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2100-2110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109792"}

@inproceedings{bb113532,
        AUTHOR = "Li, D. and Zhang, J. and Yang, Y. and Liu, C. and Song, Y. and Hospedales, T.M.",
        TITLE = "Episodic Training for Domain Generalization",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1446-1455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109793"}

@inproceedings{bb113533,
        AUTHOR = "d'Innocente, A. and Caputo, B.",
        TITLE = "Domain Generalization with Domain-Specific Aggregation Modules",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
        PAGES = "187-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109794"}

@inproceedings{bb113534,
        AUTHOR = "Motiian, S. and Piccirilli, M. and Adjeroh, D.A. and Doretto, G.",
        TITLE = "Unified Deep Supervised Domain Adaptation and Generalization",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5716-5726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT109795"}

@article{bb113535,
        AUTHOR = "Zhang, X.",
        TITLE = "Convex Discriminative Multitask Clustering",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "28-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109796"}

@article{bb113536,
        AUTHOR = "Huang, P.P. and Wang, G. and Qin, S.Y.",
        TITLE = "A novel learning approach to multiple tasks based on boosting
methodology",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1693-1700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109797"}

@article{bb113537,
        AUTHOR = "Huang, P.P. and Wang, G. and Qin, S.Y.",
        TITLE = "Boosting for transfer learning from multiple data sources",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "568-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109798"}

@article{bb113538,
        AUTHOR = "Zhang, Z.H. and Zhou, J.",
        TITLE = "Multi-task clustering via domain adaptation",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        PAGES = "465-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109799"}

@article{bb113539,
        AUTHOR = "Chen, J.H. and Tang, L. and Liu, J. and Ye, J.P.",
        TITLE = "A Convex Formulation for Learning a Shared Predictive Structure from
Multiple Tasks",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1025-1038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109800"}

@article{bb113540,
        AUTHOR = "Li, W. and Duan, L.X. and Xu, D. and Tsang, I.W.H.",
        TITLE = "Learning With Augmented Features for Supervised and Semi-Supervised
Heterogeneous Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1134-1148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109801"}

@inproceedings{bb113541,
        AUTHOR = "Li, W. and Duan, L.X. and Tsang, I.W.H. and Xu, D.",
        TITLE = "Batch mode Adaptive Multiple Instance Learning for computer vision
tasks",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2368-2375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109802"}

@article{bb113542,
        AUTHOR = "Xu, X.X. and Li, W. and Xu, D. and Tsang, I.W.H.",
        TITLE = "Co-Labeling for Multi-View Weakly Labeled Learning",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1113-1125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109803"}

@article{bb113543,
        AUTHOR = "Chen, X. and Chen, S. and Yao, J.C. and Zheng, H.J. and Zhang, Y. and Tsang, I.W.",
        TITLE = "Learning on Attribute-Missing Graphs",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "740-757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109804"}

@article{bb113544,
        AUTHOR = "Wang, D.H. and Kong, S.",
        TITLE = "A classification-oriented dictionary learning model:
Explicitly learning the particularity and commonality across categories",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "885-898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109805"}

@inproceedings{bb113545,
        AUTHOR = "Kong, S. and Wang, D.H.",
        TITLE = "Transfer heterogeneous unlabeled data for unsupervised clustering",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1193-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109806"}

@inproceedings{bb113546,
        AUTHOR = "Kong, S. and Wang, D.H.",
        TITLE = "A multi-task learning strategy for unsupervised clustering via
explicitly separating the commonality",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "771-774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109807"}

@article{bb113547,
        AUTHOR = "Abdulnabi, A.H. and Wang, G. and Lu, J. and Jia, K.",
        TITLE = "Multi-Task CNN Model for Attribute Prediction",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1949-1959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109808"}

@article{bb113548,
        AUTHOR = "Li, X. and Zhao, L. and Wei, L. and Yang, M.H. and Wu, F. and Zhuang, Y. and Ling, H. and Wang, J.",
        TITLE = "DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object
Detection",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3919-3930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109809"}

@article{bb113549,
        AUTHOR = "Fan, J.P. and Zhao, T.Y. and Kuang, Z.Z. and Zheng, Y. and Zhang, J. and Yu, J. and Peng, J.Y.",
        TITLE = "HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1923-1938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109810"}

@article{bb113550,
        AUTHOR = "Liu, T. and Tao, D. and Song, M. and Maybank, S.J.",
        TITLE = "Algorithm-Dependent Generalization Bounds for Multi-Task Learning",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "227-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109811"}

@article{bb113551,
        AUTHOR = "Zhang, Y.X. and Wu, K. and Du, B. and Zhang, L.P. and Hu, X.Y.",
        TITLE = "Hyperspectral Target Detection via Adaptive Joint Sparse
Representation and Multi-Task Learning with Locality Information",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109812"}

@article{bb113552,
        AUTHOR = "Dong, Y.N. and Zhang, L.P. and Zhang, L.F. and Du, B.",
        TITLE = "Maximum Margin Metric Learning Based Target Detection for
Hyperspectral Images",
        JOURNAL = PandRS,
        VOLUME = "108",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "138-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109813"}

@article{bb113553,
        AUTHOR = "Dong, Y.N. and Du, B. and Zhang, L.P. and Hu, X.Y.",
        TITLE = "Hyperspectral Target Detection via Adaptive Information-Theoretic
Metric Learning with Local Constraints",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109814"}

@article{bb113554,
        AUTHOR = "Ghifary, M. and Balduzzi, D. and Kleijn, W.B. and Zhang, M.J.",
        TITLE = "Scatter Component Analysis: A Unified Framework for Domain Adaptation
and Domain Generalization",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1414-1430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109815"}

@inproceedings{bb113555,
        AUTHOR = "Ghifary, M. and Kleijn, W.B. and Balduzzi, D. and Zhang, M.J.",
        TITLE = "Domain Generalization for Object Recognition with Multi-task
Autoencoders",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2551-2559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109816"}

@inproceedings{bb113556,
        AUTHOR = "Ghifary, M. and Kleijn, W.B. and Zhang, M.J. and Balduzzi, D. and Li, W.",
        TITLE = "Deep Reconstruction-Classification Networks for Unsupervised Domain
Adaptation",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 597-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109817"}

@article{bb113557,
        AUTHOR = "Kuang, Z.Z. and Yu, J. and Li, Z.M. and Zhang, B.P. and Fan, J.P.",
        TITLE = "Integrating multi-level deep learning and concept ontology for
large-scale visual recognition",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "198 - 214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109818"}

@article{bb113558,
        AUTHOR = "Li, P. and Chen, S.C.",
        TITLE = "Hierarchical Gaussian Processes model for multi-task learning",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "134-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109819"}

@article{bb113559,
        AUTHOR = "Li, P. and Chen, S.C.",
        TITLE = "Gaussian process approach for metric learning",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "17-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109820"}

@article{bb113560,
        AUTHOR = "Xu, W. and Liu, W. and Chi, H.Y. and Huang, X.L. and Yang, J.",
        TITLE = "Multi-task classification with sequential instances and tasks",
        JOURNAL = SP:IC,
        VOLUME = "64",
        YEAR = "2018",
        PAGES = "59-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109821"}

@article{bb113561,
        AUTHOR = "Sarafianos, N. and Giannakopoulos, T. and Nikou, C. and Kakadiaris, I.A.",
        TITLE = "Curriculum learning of visual attribute clusters for multi-task
classification",
        JOURNAL = PR,
        VOLUME = "80",
        YEAR = "2018",
        PAGES = "94-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109822"}

@inproceedings{bb113562,
        AUTHOR = "Sarafianos, N. and Giannakopoulos, T. and Nikou, C. and Kakadiaris, I.A.",
        TITLE = "Curriculum Learning for Multi-task Classification of Visual
Attributes",
        BOOKTITLE = TASKCV17,
        YEAR = "2017",
        PAGES = "2608-2615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109823"}

@article{bb113563,
        AUTHOR = "Jiang, W.H. and Liu, W. and Chung, F.L.",
        TITLE = "Knowledge transfer for spectral clustering",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "484-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109824"}

@article{bb113564,
        AUTHOR = "Cao, W.M. and Qian, S. and Wu, S. and Wong, H.S.",
        TITLE = "Unsupervised Multi-task Learning with Hierarchical Data Structure",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "248-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109825"}

@inproceedings{bb113565,
        AUTHOR = "Mejjati, Y.A. and Cosker, D. and Kim, K.I.",
        TITLE = "Multi-task Learning by Maximizing Statistical Dependence",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3465-3473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109826"}

@article{bb113566,
        AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F. and Cheng, J.C. and Cui, Y. and Zhang, H. and Belongie, S. and Tsai, Y.H. and Yang, M.H.",
        TITLE = "Transfer learning in computer vision tasks:
Remember where you come from",
        JOURNAL = IVC,
        VOLUME = "93",
        YEAR = "2020",
        PAGES = "103853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109827"}

@article{bb113567,
        AUTHOR = "Chen, Z. and Wang, R. and Yu, M. and Gao, H.M. and Li, Q. and Wang, H.",
        TITLE = "Spatial-temporal multi-task learning for salient region detection",
        JOURNAL = PRL,
        VOLUME = "132",
        YEAR = "2020",
        PAGES = "76-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109828"}

@article{bb113568,
        AUTHOR = "Liu, D. and Liu, L.C. and Tie, Y. and Qi, L.",
        TITLE = "Multi-task image set classification via joint representation with
class-level sparsity and intra-task low-rankness",
        JOURNAL = PRL,
        VOLUME = "132",
        YEAR = "2020",
        PAGES = "99-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109829"}

@article{bb113569,
        AUTHOR = "He, H.X. and Khoshelham, K. and Fraser, C.",
        TITLE = "A multiclass TrAdaBoost transfer learning algorithm for the
classification of mobile lidar data",
        JOURNAL = PandRS,
        VOLUME = "166",
        YEAR = "2020",
        PAGES = "118-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109830"}

@article{bb113570,
        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "The benefits of target relations: A comparison of multitask
extensions and classifier chains",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109831"}

@article{bb113571,
        AUTHOR = "Yang, P. and Tan, Q. and He, J.R.",
        TITLE = "Complex heterogeneity learning: A theoretical and empirical study",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109832"}

@article{bb113572,
        AUTHOR = "Yang, H.W. and He, H. and Li, T. and Bai, Y. and Zhang, W.Z.",
        TITLE = "Multi-metric domain adaptation for unsupervised transfer learning",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "2780-2790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109833"}

@article{bb113573,
        AUTHOR = "Zhao, Z.C. and Luo, Z. and Li, J. and Chen, C. and Piao, Y.C.",
        TITLE = "When Self-Supervised Learning Meets Scene Classification: Remote
Sensing Scene Classification Based on a Multitask Learning Framework",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109834"}

@inproceedings{bb113574,
        AUTHOR = "Sun, X.W. and Xu, Y.L. and Cao, P. and Kong, Y.Q. and Hu, L.J. and Zhang, S.H. and Wang, Y.Z.",
        TITLE = "TCGM: An Information-theoretic Framework for Semi-supervised
Multi-modality Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "III:171-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109835"}

@article{bb113575,
        AUTHOR = "Alvar, S.R. and Bajic, I.V.",
        TITLE = "Pareto-Optimal Bit Allocation for Collaborative Intelligence",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3348-3361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109836"}

@inproceedings{bb113576,
        AUTHOR = "Alvar, S.R. and Bajic, I.V.",
        TITLE = "Multi-Task Learning with Compressible Features for Collaborative
Intelligence",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1705-1709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109837"}

@article{bb113577,
        AUTHOR = "Zhang, R. and Zhang, H.Y. and Li, X.L.",
        TITLE = "Robust Multi-Task Learning With Flexible Manifold Constraint",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2150-2157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109838"}

@article{bb113578,
        AUTHOR = "Li, J. and Huang, L. and Wei, Z.Q. and Zhang, W.F. and Qin, Q.B.",
        TITLE = "Multi-task learning with deformable convolution",
        JOURNAL = JVCIR,
        VOLUME = "77",
        YEAR = "2021",
        PAGES = "103109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109839"}

@article{bb113579,
        AUTHOR = "Tomar, D. and Lortkipanidze, M. and Vray, G. and Bozorgtabar, B. and Thiran, J.P.",
        TITLE = "Self-Attentive Spatial Adaptive Normalization for Cross-Modality
Domain Adaptation",
        JOURNAL = MedImg,
        VOLUME = "40",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2926-2938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109840"}

@article{bb113580,
        AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Cao, X.C. and Huang, Q.M.",
        TITLE = "Task-Feature Collaborative Learning with Application to Personalized
Attribute Prediction",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4094-4110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109841"}

@article{bb113581,
        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "Semi-supervised extensions of multi-task tree ensembles",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109842"}

@article{bb113582,
        AUTHOR = "Neogi, S. and Dauwels, J.",
        TITLE = "Factored Latent-Dynamic Conditional Random Fields for single and
multi-label sequence modeling",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109843"}

@article{bb113583,
        AUTHOR = "Liang, J. and Liu, Z.Q. and Zhou, J.Y. and Jiang, X.Q. and Zhang, C.S. and Wang, F.",
        TITLE = "Model-Protected Multi-Task Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1002-1019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109844"}

@article{bb113584,
        AUTHOR = "Zhou, Y. and Li, X. and Zhou, Y. and Wang, Y. and Hu, Q.H. and Wang, W.P.",
        TITLE = "Deep Collaborative Multi-Task Network: A Human Decision Process
Inspired Model for Hierarchical Image Classification",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109845"}

@article{bb113585,
        AUTHOR = "Cui, C.R. and Shen, Z. and Huang, J. and Chen, M. and Xu, M.L. and Wang, M. and Yin, Y.L.",
        TITLE = "Adaptive Feature Aggregation in Deep Multi-Task Convolutional Neural
Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2133-2144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109846"}

@article{bb113586,
        AUTHOR = "Liu, J. and Qi, Z.Q. and Wang, B. and Tian, Y.J. and Shi, Y.",
        TITLE = "SELF-LLP: Self-supervised learning from label proportions with
self-ensemble",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109847"}

@article{bb113587,
        AUTHOR = "Zhu, Y. and Wu, X.D. and Qiang, J. and Hu, X. and Zhang, Y.H. and Li, P.",
        TITLE = "Representation learning with deep sparse auto-encoder for multi-task
learning",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109848"}

@article{bb113588,
        AUTHOR = "Vandenhende, S. and Georgoulis, S. and van Gansbeke, W. and Proesmans, M. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Multi-Task Learning for Dense Prediction Tasks: A Survey",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3614-3633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109849"}

@inproceedings{bb113589,
        AUTHOR = "Ghiasi, G. and Zoph, B. and Cubuk, E.D. and Le, Q.V. and Lin, T.Y.",
        TITLE = "Multi-Task Self-Training for Learning General Representations",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8836-8845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109850"}

@inproceedings{bb113590,
        AUTHOR = "Lee, J.H. and Lee, C. and Kim, C.S.",
        TITLE = "Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5087-5096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109851"}

@inproceedings{bb113591,
        AUTHOR = "Kong, Y.J. and Liu, L. and Wang, J. and Tao, D.C.",
        TITLE = "Adaptive Curriculum Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5047-5056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109852"}

@inproceedings{bb113592,
        AUTHOR = "Wang, Y.F. and Tsai, Y.H. and Hung, W.C. and Ding, W. and Liu, S. and Yang, M.H.",
        TITLE = "Semi-supervised Multi-task Learning for Semantics and Depth",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2663-2672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109853"}

@inproceedings{bb113593,
        AUTHOR = "Levi, H. and Ullman, S.",
        TITLE = "Multi-Task Learning By A Top-Down Control Network",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2553-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109854"}

@inproceedings{bb113594,
        AUTHOR = "Choi, H. and Bajic, I.V.",
        TITLE = "Latent-Space Scalability for Multi-Task Collaborative Intelligence",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3562-3566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109855"}

@inproceedings{bb113595,
        AUTHOR = "Kim, D.H. and Lan, T. and Zou, C.H. and Xu, N. and Plummer, B.A. and Sclaroff, S. and Eledath, J. and Medioni, G.",
        TITLE = "MILA: Multi-Task Learning from Videos via Efficient Inter-Frame
Attention",
        BOOKTITLE = DeepMTL21,
        YEAR = "2021",
        PAGES = "2219-2229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109856"}

@inproceedings{bb113596,
        AUTHOR = "Tan, Y. and Li, Y. and Huang, S.L.",
        TITLE = "OTCE: A Transferability Metric for Cross-Domain Cross-Task
Representations",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15774-15783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109857"}

@inproceedings{bb113597,
        AUTHOR = "Djolonga, J. and Yung, J. and Tschannen, M. and Romijnders, R. and Beyer, L. and Kolesnikov, A. and Puigcerver, J. and Minderer, M. and d'Amour, A. and Moldovan, D. and Gelly, S. and Houlsby, N. and Zhai, X.H. and Lucic, M.",
        TITLE = "On Robustness and Transferability of Convolutional Neural Networks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16453-16463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109858"}

@inproceedings{bb113598,
        AUTHOR = "Cai, J. and Cai, B. and Mei, S.S.",
        TITLE = "DAMSL: Domain Agnostic Meta Score-based Learning",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2591-2595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109859"}

@inproceedings{bb113599,
        AUTHOR = "Khattar, A. and Hegde, S. and Hebbalaguppe, R.",
        TITLE = "Cross-Domain Multi-task Learning for Object Detection and Saliency
Estimation",
        BOOKTITLE = OmniCV21,
        YEAR = "2021",
        PAGES = "3634-3643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT109860"}

Last update:Aug 14, 2022 at 21:20:19