@inproceedings{bb140500,
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#TT136458"}
@inproceedings{bb140501,
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#TT136459"}
@inproceedings{bb140502,
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#TT136460"}
@inproceedings{bb140503,
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#TT136461"}
@inproceedings{bb140504,
AUTHOR = "Li, L. and Gao, K. and Cao, J. and Huang, Z.Y. and Weng, Y.P. and Mi, X.Y. and Yu, Z.Z. and Li, X.Y. and Xia, B.Y.",
TITLE = "Progressive Domain Expansion Network for Single Domain Generalization",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "224-233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT136462"}
@inproceedings{bb140505,
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#TT136463"}
@inproceedings{bb140506,
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#TT136464"}
@inproceedings{bb140507,
AUTHOR = "Wang, Z.Q. 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#TT136465"}
@inproceedings{bb140508,
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#TT136466"}
@inproceedings{bb140509,
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#TT136467"}
@inproceedings{bb140510,
AUTHOR = "Wang, S.J. and Yu, L.Q. 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#TT136468"}
@inproceedings{bb140511,
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#TT136469"}
@inproceedings{bb140512,
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#TT136470"}
@inproceedings{bb140513,
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#TT136471"}
@inproceedings{bb140514,
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#TT136472"}
@inproceedings{bb140515,
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#TT136473"}
@inproceedings{bb140516,
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#TT136474"}
@article{bb140517,
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#TT136475"}
@article{bb140518,
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#TT136476"}
@article{bb140519,
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#TT136477"}
@article{bb140520,
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#TT136478"}
@article{bb140521,
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#TT136479"}
@article{bb140522,
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#TT136480"}
@inproceedings{bb140523,
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#TT136481"}
@article{bb140524,
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#TT136482"}
@article{bb140525,
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#TT136483"}
@article{bb140526,
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#TT136484"}
@inproceedings{bb140527,
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#TT136485"}
@inproceedings{bb140528,
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#TT136486"}
@article{bb140529,
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#TT136487"}
@article{bb140530,
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#TT136488"}
@article{bb140531,
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#TT136489"}
@article{bb140532,
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#TT136490"}
@article{bb140533,
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#TT136491"}
@article{bb140534,
AUTHOR = "Dong, Y.N. and Shi, W.Z. and Du, B. and Hu, X.Y. and Zhang, L.P.",
TITLE = "Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target
Detection",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "11093-11106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136492"}
@article{bb140535,
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#TT136493"}
@article{bb140536,
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#TT136494"}
@inproceedings{bb140537,
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#TT136495"}
@inproceedings{bb140538,
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#TT136496"}
@article{bb140539,
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#TT136497"}
@article{bb140540,
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#TT136498"}
@article{bb140541,
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#TT136499"}
@article{bb140542,
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#TT136500"}
@article{bb140543,
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#TT136501"}
@inproceedings{bb140544,
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#TT136502"}
@article{bb140545,
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#TT136503"}
@inproceedings{bb140546,
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#TT136504"}
@article{bb140547,
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#TT136505"}
@article{bb140548,
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#TT136506"}
@article{bb140549,
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#TT136507"}
@article{bb140550,
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#TT136508"}
@article{bb140551,
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#TT136509"}
@article{bb140552,
AUTHOR = "Yang, H.W. and He, H. and Li, T. and Bai, Y.W. 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#TT136510"}
@article{bb140553,
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#TT136511"}
@inproceedings{bb140554,
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#TT136512"}
@article{bb140555,
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#TT136513"}
@inproceedings{bb140556,
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#TT136514"}
@article{bb140557,
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#TT136515"}
@article{bb140558,
AUTHOR = "Chang, W. and Nie, F.P. and Wang, R. and Li, X.L.",
TITLE = "Elaborate multi-task subspace learning with discrete group constraint",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136516"}
@article{bb140559,
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#TT136517"}
@article{bb140560,
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#TT136518"}
@article{bb140561,
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#TT136519"}
@article{bb140562,
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#TT136520"}
@article{bb140563,
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#TT136521"}
@article{bb140564,
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#TT136522"}
@article{bb140565,
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#TT136523"}
@article{bb140566,
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#TT136524"}
@article{bb140567,
AUTHOR = "Liu, J.B. 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#TT136525"}
@article{bb140568,
AUTHOR = "Zhu, Y. and Wu, X.D. and Qiang, J.P. and Hu, X.G. and Zhang, Y.H. and Li, P.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#TT136526"}
@article{bb140569,
AUTHOR = "You, D.L. and Li, Z. and Shen, J.W. and Yu, Z. and Jin, S. and Wu, X.D.",
TITLE = "Disentangled representation learning with causal effect transmission
in variational autoencoder",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136527"}
@article{bb140570,
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#TT136528"}
@article{bb140571,
AUTHOR = "Lu, Y. and Zhu, Q. and Zhang, B. and Lai, Z.H. and Li, X.L.",
TITLE = "Weighted Correlation Embedding Learning for Domain Adaptation",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5303-5316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136529"}
@article{bb140572,
AUTHOR = "Zhang, H. and Li, Y. and Yang, H.Q. and He, B. and Zhang, Y.",
TITLE = "Isomorphic model-based initialization for convolutional neural
networks",
JOURNAL = JVCIR,
VOLUME = "89",
YEAR = "2022",
PAGES = "103677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136530"}
@article{bb140573,
AUTHOR = "Strezoski, G. and van Noord, N. and Worring, M.",
TITLE = "MATTE: Multi-task multi-scale attention",
JOURNAL = CVIU,
VOLUME = "228",
YEAR = "2023",
PAGES = "103622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136531"}
@inproceedings{bb140574,
AUTHOR = "Strezoski, G. and van Noord, N. and Worring, M.",
TITLE = "Many Task Learning With Task Routing",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1375-1384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136532"}
@article{bb140575,
AUTHOR = "Zhang, R. and Yang, Y.X. and Li, Y. and Wang, J. and Li, H. and Miao, Z.",
TITLE = "Multi-task few-shot learning with composed data augmentation for
image classification",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "2",
PAGES = "211-221",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136533"}
@article{bb140576,
AUTHOR = "Aghajanzadeh, E. and Bahraini, T. and Mehrizi, A.H. and Yazdi, H.S.",
TITLE = "Task weighting based on particle filter in deep multi-task learning
with a view to uncertainty and performance",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136534"}
@article{bb140577,
AUTHOR = "Meng, M. and Lan, M.C. and Yu, J. and Wu, J.G. and Liu, L.G.",
TITLE = "Dual-Level Adaptive and Discriminative Knowledge Transfer for
Cross-Domain Recognition",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2266-2279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136535"}
@article{bb140578,
AUTHOR = "Zhang, X.Y. and Zhang, S.M. and Cui, Z. and Li, Z.C. and Xie, J. and Yang, J.",
TITLE = "Tube-Embedded Transformer for Pixel Prediction",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2503-2514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136536"}
@article{bb140579,
AUTHOR = "Guo, T. and Luo, F. and Duan, Y. and Huang, X.J. and Shi, G.Y.",
TITLE = "Rethinking Representation Learning-Based Hyperspectral Target
Detection: A Hierarchical Representation Residual Feature-Based
Method",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "14",
PAGES = "3608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136537"}
@article{bb140580,
AUTHOR = "Fang, Y.C. and Cai, S. and Cao, Y.T. and Li, Z.C. and Zhang, Z.X.",
TITLE = "Adversarial Learning Guided Task Relatedness Refinement for
Multi-Task Deep Learning",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "6946-6957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136538"}
@article{bb140581,
AUTHOR = "Yan, X.Q. and Mao, Y.Q. and Li, M.Y. and Ye, Y.D. and Yu, H.",
TITLE = "Multitask Image Clustering via Deep Information Bottleneck",
JOURNAL = Cyber,
VOLUME = "54",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1868-1881",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136539"}
@article{bb140582,
AUTHOR = "Mao, Y.Q. and Yan, X.Q. and Liu, J.M. and Ye, Y.D.",
TITLE = "ConGMC: Consistency-Guided Multimodal Clustering via Mutual
Information Maximin",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "5131-5146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136540"}
@article{bb140583,
AUTHOR = "Yu, H.H. and Dai, Q.",
TITLE = "Self-supervised multi-task learning for medical image analysis",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136541"}
@article{bb140584,
AUTHOR = "Lu, Y.Y. and Zhu, Y.H. and Feng, H. and Liu, Y.",
TITLE = "Remote Sensing Scene Classification Using Multi-Domain Sematic
High-Order Network",
JOURNAL = IVC,
VOLUME = "143",
YEAR = "2024",
PAGES = "104948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136542"}
@article{bb140585,
AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
TITLE = "Universal Representations: A Unified Look at Multiple Task and Domain
Learning",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1521-1545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136543"}
@article{bb140586,
AUTHOR = "Xin, Z.W. and Sirejiding, S. and Lu, Y.X. and Ding, Y. and Wang, C.L. and Alsarhan, T. and Lu, H.T.",
TITLE = "TFUT: Task fusion upward transformer model for multi-task learning on
dense prediction",
JOURNAL = CVIU,
VOLUME = "244",
YEAR = "2024",
PAGES = "104014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136544"}
@article{bb140587,
AUTHOR = "Nie, X. and Ni, B.L. and Chang, J.L. and Meng, G.F. and Huo, C.L. and Xiang, S.M. and Tian, Q.",
TITLE = "Pro-Tuning: Unified Prompt Tuning for Vision Tasks",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4653-4667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136545"}
@article{bb140588,
AUTHOR = "Fontana, M. and Spratling, M. and Shi, M.J.",
TITLE = "When Multitask Learning Meets Partial Supervision:
A Computer Vision Review",
JOURNAL = PIEEE,
VOLUME = "112",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "516-543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136546"}
@article{bb140589,
AUTHOR = "Wu, G.J. and Zeng, L.A. and Meng, J.K. and Zheng, W.S.",
TITLE = "Adaptive Weight Generator for Multi-Task Image Recognition by Task
Grouping Prompt",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9906-9919",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136547"}
@article{bb140590,
AUTHOR = "Xie, T. and Dai, K. and Sun, Q.H. and Jiang, Z.Q. and Cao, C.Q. and Zhao, L.J. and Wang, K. and Li, R.F.",
TITLE = "CO-Net++: A Cohesive Network for Multiple Point Cloud Tasks at Once
With Two-Stage Feature Rectification",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "10911-10928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136548"}
@inproceedings{bb140591,
AUTHOR = "Xie, T. and Wang, K. and Lu, S. and Zhang, Y.K. and Dai, K. and Li, X.Y. and Xu, J. and Wang, L. and Zhao, L.J. and Zhang, X.Y. and Li, R.F.",
TITLE = "CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive
Network",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "3500-3510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136549"}
@article{bb140592,
AUTHOR = "Ye, H.R. and Xu, D.",
TITLE = "InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene
Understanding",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7493-7508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136550"}
@inproceedings{bb140593,
AUTHOR = "Ye, H.R. and Xu, D.",
TITLE = "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVII:514-530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136551"}
@article{bb140594,
AUTHOR = "Sirejiding, S. and Bayramli, B. and Lu, Y.X. and Huang, S. and Lu, H.T. and Ding, Y.",
TITLE = "Adaptive Task-Wise Message Passing for Multi-Task Learning:
A Spatial Interaction Perspective",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9499-9514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136552"}
@article{bb140595,
AUTHOR = "Ji, N.H. and Sun, Y.Q. and Meng, F. and Pang, L.P. and Tian, Y.Z.",
TITLE = "Variable multi-scale attention fusion network and adaptive correcting
gradient optimization for multi-task learning",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136553"}
@article{bb140596,
AUTHOR = "Wu, F. and Zhang, L. and Sun, Y. and Mo, Y.H. and Nichols, T.E. and Papiez, B.W.",
TITLE = "MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1648-1658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136554"}
@article{bb140597,
AUTHOR = "Gu, S.D. and Sel, B. and Ding, Y.H. and Wang, L. and Lin, Q.W. and Knoll, A. and Jin, M.",
TITLE = "Safe and Balanced: A Framework for Constrained Multi-Objective
Reinforcement Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "3322-3331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136555"}
@article{bb140598,
AUTHOR = "Chen, Q.S. and Fang, Z.Q. and Deng, S.Z. and Jia, T. and Li, Z. and Chen, D.",
TITLE = "Dual-Domain Multi-Task Learning-Based Domain Adaptation for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136556"}
@article{bb140599,
AUTHOR = "Thakur, A. and Huang, Y.C. and Molaei, S. and Wang, Y.J. and Clifton, D.A.",
TITLE = "Efficient Task Grouping Through Sample-Wise Optimisation Landscape
Analysis",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9266-9279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT136557"}
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