@article{bb133700,
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#TT129715"}
@article{bb133701,
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#TT129716"}
@article{bb133702,
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#TT129717"}
@article{bb133703,
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#TT129718"}
@article{bb133704,
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#TT129719"}
@article{bb133705,
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#TT129720"}
@article{bb133706,
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#TT129721"}
@article{bb133707,
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#TT129722"}
@article{bb133708,
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#TT129723"}
@article{bb133709,
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#TT129724"}
@article{bb133710,
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#TT129725"}
@article{bb133711,
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#TT129726"}
@inproceedings{bb133712,
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#TT129727"}
@article{bb133713,
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#TT129728"}
@article{bb133714,
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#TT129729"}
@article{bb133715,
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#TT129730"}
@article{bb133716,
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#TT129731"}
@article{bb133717,
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#TT129732"}
@article{bb133718,
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#TT129733"}
@article{bb133719,
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#TT129734"}
@article{bb133720,
AUTHOR = "Mao, Y.Q. and Yan, X.Q. and Liu, J. 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#TT129735"}
@article{bb133721,
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#TT129736"}
@article{bb133722,
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#TT129737"}
@article{bb133723,
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#TT129738"}
@article{bb133724,
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#TT129739"}
@article{bb133725,
AUTHOR = "Nie, X. and Ni, B. 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#TT129740"}
@article{bb133726,
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#TT129741"}
@article{bb133727,
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#TT129742"}
@article{bb133728,
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#TT129743"}
@inproceedings{bb133729,
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#TT129744"}
@article{bb133730,
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#TT129745"}
@inproceedings{bb133731,
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#TT129746"}
@article{bb133732,
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#TT129747"}
@article{bb133733,
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#TT129748"}
@inproceedings{bb133734,
AUTHOR = "Davari, M.R. and Belilovsky, E.",
TITLE = "Model Breadcrumbs: Scaling Multi-task Model Merging with Sparse Masks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXV: 270-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129749"}
@inproceedings{bb133735,
AUTHOR = "Li, M.X. and Li, T.Y. and Wang, G.Q. and Wang, P. and Yang, Y. and Zou, J.",
TITLE = "Region-aware Distribution Contrast: A Novel Approach to Multi-task
Partially Supervised Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LI: 234-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129750"}
@inproceedings{bb133736,
AUTHOR = "Zhang, R.Y. and Chen, Y. and Liu, J.X. and Xi, D.B. and Huo, Y. and Liu, J. and Wu, C.",
TITLE = "SGW-Based Multi-task Learning in Vision Tasks",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "IV: 124-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129751"}
@inproceedings{bb133737,
AUTHOR = "Li, W. and Gao, H.A. and Gao, M.J. and Tian, B. and Zhi, R. and Zhao, H.",
TITLE = "Training-free Model Merging for Multi-target Domain Adaptation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLVII: 419-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129752"}
@inproceedings{bb133738,
AUTHOR = "Srivastava, S. and Sharma, G.",
TITLE = "OmniVec2: A Novel Transformer Based Network for Large Scale
Multimodal and Multitask Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27402-27414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129753"}
@inproceedings{bb133739,
AUTHOR = "Yang, Y.Q. and Jiang, P.T. and Hou, Q. and Zhang, H. and Chen, J. and Li, B.",
TITLE = "Multi-Task Dense Prediction via Mixture of Low-Rank Experts",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27927-27937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129754"}
@inproceedings{bb133740,
AUTHOR = "Huang, H.M. and Huang, Y.W. and Lin, L. and Tong, R.F. and Chen, Y.W. and Zheng, H. and Yue Xiang, L. and Zheng, Y.F.",
TITLE = "Going Beyond Multi-Task Dense Prediction with Synergy Embedding
Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28181-28190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129755"}
@inproceedings{bb133741,
AUTHOR = "Marza, P. and Matignon, L. and Simonin, O. and Wolf, C.",
TITLE = "Task-Conditioned Adaptation of Visual Features in Multi-Task Policy
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17847-17856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129756"}
@inproceedings{bb133742,
AUTHOR = "Nishi, K. and Kim, J. and Li, W. and Pfister, H.",
TITLE = "Joint-Task Regularization for Partially Labeled Multi-Task Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16152-16162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129757"}
@inproceedings{bb133743,
AUTHOR = "Xu, Z.Q. and Yuan, K. and Wang, H.Q. and Wang, Y. and Song, M.L. and Song, J.",
TITLE = "Training-Free Pretrained Model Merging",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5915-5925",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129758"}
@inproceedings{bb133744,
AUTHOR = "Singh, I.P. and Ghorbel, E. and Kacem, A. and Rathinam, A. and Aouada, D.",
TITLE = "Discriminator-free Unsupervised Domain Adaptation for Multi-label
Image Classification",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "3924-3933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129759"}
@inproceedings{bb133745,
AUTHOR = "Bhattacharjee, D. and Susstrunk, S. and Salzmann, M.",
TITLE = "Vision Transformer Adapters for Generalizable Multitask Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18969-18980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129760"}
@inproceedings{bb133746,
AUTHOR = "Shi, H. and Ren, S. and Zhang, T.W. and Pan, S.J.L.",
TITLE = "Deep Multitask Learning with Progressive Parameter Sharing",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19867-19878",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129761"}
@inproceedings{bb133747,
AUTHOR = "Zhang, J. and Gao, L.L. and Luo, X. and Shen, H.T. and Song, J.K.",
TITLE = "DETA: Denoised Task Adaptation for Few-Shot Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11507-11517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129762"}
@inproceedings{bb133748,
AUTHOR = "Huang, Z.J. and Lin, S. and Liu, G.Y. and Luo, M. and Ye, C.Q. and Xu, H. and Chang, X.J. and Liang, X.D.",
TITLE = "FULLER: Unified Multi-modality Multi-task 3D Perception via
Multi-level Gradient Calibration",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "3479-3488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129763"}
@inproceedings{bb133749,
AUTHOR = "Aich, A. and Schulter, S. and Roy Chowdhury, A.K. and Chandraker, M. and Suh, Y.M.",
TITLE = "Efficient Controllable Multi-Task Architectures",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5717-5728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129764"}
@inproceedings{bb133750,
AUTHOR = "Yun, H.Y. and Cho, H.",
TITLE = "Achievement-based Training Progress Balancing for Multi-Task Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16889-16898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129765"}
@inproceedings{bb133751,
AUTHOR = "Shoouri, S. and Yang, M.Y. and Fan, Z.C. and Kim, H.S.",
TITLE = "Efficient Computation Sharing for Multi-Task Visual Scene
Understanding",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17084-17095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129766"}
@inproceedings{bb133752,
AUTHOR = "Le, H.A. and Pham, M.T.",
TITLE = "Self-training and multi-task learning for limited data:
Evaluation study on object detection",
BOOKTITLE = LIMIT23,
YEAR = "2023",
PAGES = "1003-1009",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129767"}
@inproceedings{bb133753,
AUTHOR = "Sarker, N.H. and Rahman, M.S.",
TITLE = "Forward Diffusion Guided Reconstruction as a Multi-Modal Multi-Task
Learning Scheme",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3180-3184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129768"}
@inproceedings{bb133754,
AUTHOR = "Srivastava, S. and Bhugra, S. and Kaushik, V. and Lall, B.",
TITLE = "Hierarchical Multi-task Learning via Task Affinity Groupings",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3289-3293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129769"}
@inproceedings{bb133755,
AUTHOR = "Chen, S.W. and Ma, X. and Xu, Z.W.",
TITLE = "Imitation Learning as State Matching via Differentiable Physics",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7846-7855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129770"}
@inproceedings{bb133756,
AUTHOR = "Fostiropoulos, I. and Zhu, J. and Itti, L.",
TITLE = "Batch Model Consolidation: A Multi-Task Model Consolidation Framework",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3664-3676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129771"}
@inproceedings{bb133757,
AUTHOR = "Choi, W. and Im, S.H.",
TITLE = "Dynamic Neural Network for Multi-Task Learning Searching across
Diverse Network Topologies",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3779-3788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129772"}
@inproceedings{bb133758,
AUTHOR = "Liu, Y.J. and Lu, Y.N. and Liu, H. and An, Y.Z. and Xu, Z.R. and Yao, Z.K. and Zhang, B.F. and Xiong, Z.W. and Gui, C.G.",
TITLE = "Hierarchical Prompt Learning for Multi-Task Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "10888-10898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129773"}
@inproceedings{bb133759,
AUTHOR = "Chen, Z. and Shen, Y. and Ding, M.Y. and Chen, Z.F. and Zhao, H.S. and Learned Miller, E. and Gan, C.",
TITLE = "Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task
Learners",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11828-11837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129774"}
@inproceedings{bb133760,
AUTHOR = "Senushkin, D. and Patakin, N. and Kuznetsov, A. and Konushin, A.",
TITLE = "Independent Component Alignment for Multi-Task Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20083-20093",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129775"}
@inproceedings{bb133761,
AUTHOR = "Rahimian, E. and Javadi, G. and Tung, F. and Oliveira, G.",
TITLE = "DynaShare: Task and Instance Conditioned Parameter Sharing for
Multi-Task Learning",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4535-4543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129776"}
@inproceedings{bb133762,
AUTHOR = "Neseem, M. and Agiza, A. and Reda, S.",
TITLE = "AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task
Learning",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4730-4739",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129777"}
@inproceedings{bb133763,
AUTHOR = "Ding, C.T. and Lu, Z.C. and Wang, S.G. and Cheng, R. and Boddeti, V.N.",
TITLE = "Mitigating Task Interference in Multi-Task Learning via Explicit Task
Routing with Non-Learnable Primitives",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7756-7765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129778"}
@inproceedings{bb133764,
AUTHOR = "Oh, C. and Hwang, H. and Lee, H.Y. and Lim, Y.T. and Jung, G. and Jung, J.Y. and Choi, H. and Song, K.",
TITLE = "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24224-24235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129779"}
@inproceedings{bb133765,
AUTHOR = "Sohn, K. and Chang, H. and Lezama, J. and Polania, L. and Zhang, H. and Hao, Y. and Essa, I. and Jiang, L.",
TITLE = "Visual Prompt Tuning for Generative Transfer Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19840-19851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129780"}
@inproceedings{bb133766,
AUTHOR = "Lin, S. and Zhang, X.Y. and Chen, C.Y. and Chen, X.F. and Susilo, W.",
TITLE = "ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20147-20155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129781"}
@inproceedings{bb133767,
AUTHOR = "Fan, C.Y. and Chen, W.Q. and Tian, J. and Li, Y.T. and He, H. and Jin, Y.",
TITLE = "MAXGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-noise
Ratio for Multi-Task Learning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "I:523-538",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129782"}
@inproceedings{bb133768,
AUTHOR = "Su, S. and Kwong, S. and Zhao, Q.Y. and Huang, D.A. and Niebles, J.C. and Adeli, E.",
TITLE = "Identifying Auxiliary or Adversarial Tasks Using Necessary Condition
Analysis for Adversarial Multi-task Video Understanding",
BOOKTITLE = DSC22,
YEAR = "2022",
PAGES = "317-333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129783"}
@inproceedings{bb133769,
AUTHOR = "Berlier, A.J. and Bhatt, A. and Matuszek, C.",
TITLE = "Augmenting Simulation Data with Sensor Effects for Improved Domain
Transfer",
BOOKTITLE = ACVR22,
YEAR = "2022",
PAGES = "765-779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129784"}
@inproceedings{bb133770,
AUTHOR = "Susladkar, O. and Deshmukh, G. and Makwana, D. and Mittal, S. and Teja, R.S.C. and Singhal, R.",
TITLE = "GAFNet: A Global Fourier Self Attention Based Novel Network for
multi-modal downstream tasks",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5231-5240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129785"}
@inproceedings{bb133771,
AUTHOR = "Heidemann, L. and Monnet, M. and Roscher, K.",
TITLE = "Concept Correlation and Its Effects on Concept-Based Models",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4769-4777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129786"}
@inproceedings{bb133772,
AUTHOR = "Lopes, I. and Vu, T.H. and de Charette, R.",
TITLE = "Cross-task Attention Mechanism for Dense Multi-task Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2328-2337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129787"}
@inproceedings{bb133773,
AUTHOR = "Fu, Q.S. and Dong, X.",
TITLE = "Semi-Supervised Depth Estimation by Multi-Task Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3765-3771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129788"}
@inproceedings{bb133774,
AUTHOR = "Sinodinos, D. and Armanfard, N.",
TITLE = "Attentive Task Interaction Network for Multi-Task Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2885-2891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129789"}
@inproceedings{bb133775,
AUTHOR = "Pranavan, T. and Sim, T. and Li, J.S.",
TITLE = "Virtual Tasks but Real Gains: Improving Multi-Task Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4829-4836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129790"}
@inproceedings{bb133776,
AUTHOR = "Zhu, H.Y. and Wang, C.T. and Wang, Y.X. and Fan, Z.X. and Uddin, M.R. and Gao, X. and Zhang, J. and Zeng, X. and Xu, M.",
TITLE = "Unsupervised Multi-Task Learning for 3D Subtomogram Image Alignment,
Clustering and Segmentation",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2751-2755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129791"}
@inproceedings{bb133777,
AUTHOR = "Xu, X.G. and Zhao, H.S. and Vineet, V. and Lim, S.N. and Torralba, A.",
TITLE = "MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVII:304-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129792"}
@inproceedings{bb133778,
AUTHOR = "Bouniot, Q. and Loesch, A. and Habrard, A. and Audigier, R.",
TITLE = "Towards Few-Annotation Learning for Object Detection:
Are Transformer-based Models More Efficient?",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "75-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129793"}
@inproceedings{bb133779,
AUTHOR = "Bouniot, Q. and Redko, I. and Audigier, R. and Loesch, A. and Habrard, A.",
TITLE = "Improving Few-Shot Learning Through Multi-task Representation Learning
Theory",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:435-452",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129794"}
@inproceedings{bb133780,
AUTHOR = "Li, W. and Cao, Z. and Feng, J.J. and Zhou, J. and Lu, J.W.",
TITLE = "Label2Label: A Language Modeling Framework for Multi-attribute Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:562-579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129795"}
@inproceedings{bb133781,
AUTHOR = "Kim, S. and Choi, H. and Min, D.B.",
TITLE = "Sequential Cross Attention Based Multi-Task Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2311-2315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129796"}
@inproceedings{bb133782,
AUTHOR = "Rivera, C.G. and Handelman, D.A. and Ratto, C.R. and Patrone, D. and Paulhamus, B.L.",
TITLE = "Visual Goal-Directed Meta-Imitation Learning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3766-3772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129797"}
@inproceedings{bb133783,
AUTHOR = "Spencer, J. and Bowden, R. and Hadfield, S.",
TITLE = "Medusa: Universal Feature Learning via Attentional Multitasking",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3799-3808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129798"}
@inproceedings{bb133784,
AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
TITLE = "Learning Multiple Dense Prediction Tasks from Partially Annotated
Data",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18857-18867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129799"}
@inproceedings{bb133785,
AUTHOR = "Yang, L. and Rakin, A.S. and Fan, D.L.",
TITLE = "DA3: Dynamic Additive Attention Adaption for Memory-Efficient
On-Device Multi-Domain Learning",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2618-2626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129800"}
@inproceedings{bb133786,
AUTHOR = "Rebut, J. and Ouaknine, A. and Malik, W. and Perez, P.",
TITLE = "Raw High-Definition Radar for Multi-Task Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "17000-17009",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129801"}
@inproceedings{bb133787,
AUTHOR = "Doshi, K. and Yilmaz, Y.",
TITLE = "Multi-Task Learning for Video Surveillance with Limited Data",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3888-3898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129802"}
@inproceedings{bb133788,
AUTHOR = "Wallingford, M. and Li, H. and Achille, A. and Ravichandran, A. and Fowlkes, C. and Bhotika, R. and Soatto, S.",
TITLE = "Task Adaptive Parameter Sharing for Multi-Task Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7551-7560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129803"}
@inproceedings{bb133789,
AUTHOR = "Sun, T. and Segu, M. and Postels, J. and Wang, Y.X. and Van Gool, L.J. and Schiele, B. and Tombari, F. and Yu, F.",
TITLE = "SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain
Adaptation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "21339-21350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129804"}
@inproceedings{bb133790,
AUTHOR = "Wang, Z.Y. and Shen, L. and Duan, T. and Zhan, D.L. and Fang, L. and Gao, M.C.",
TITLE = "Learning to Learn and Remember Super Long Multi-Domain Task Sequence",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7972-7982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129805"}
@inproceedings{bb133791,
AUTHOR = "Chen, L. and Chen, H. and Wei, Z.X. and Jin, X. and Tan, X. and Jin, Y. and Chen, E.",
TITLE = "Reusing the Task-specific Classifier as a Discriminator:
Discriminator-free Adversarial Domain Adaptation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7171-7180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605mt3.html#TT129806"}
@inproceedings{bb133792,
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#TT129807"}
@inproceedings{bb133793,
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#TT129808"}
@inproceedings{bb133794,
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#TT129809"}
@inproceedings{bb133795,
AUTHOR = "Wang, Y.F. and Tsai, Y.H. and Hung, W.C. and Ding, W.R. 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#TT129810"}
@inproceedings{bb133796,
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#TT129811"}
@inproceedings{bb133797,
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#TT129812"}
@inproceedings{bb133798,
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#TT129813"}
@inproceedings{bb133799,
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#TT129814"}
Last update:Mar 29, 2025 at 10:46:14