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Multi-User",
JOURNAL = SPLetters,
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YEAR = "2021",
PAGES = "1560-1564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155073"}
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AUTHOR = "Yang, B.Y. and Yeh, H.W. and Harada, T. and Yuen, P.C.",
TITLE = "Model-Induced Generalization Error Bound for Information-Theoretic
Representation Learning in Source-Data-Free Unsupervised Domain
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JOURNAL = IP,
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YEAR = "2022",
PAGES = "419-432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155074"}
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AUTHOR = "Yeh, H.W. and Yang, B.Y. and Yuen, P.C. and Harada, T.",
TITLE = "SoFA: Source-data-free Feature Alignment for Unsupervised Domain
Adaptation",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "474-483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155075"}
@inproceedings{bb159203,
AUTHOR = "Yeh, H.W. and Meng, Q. and Harada, T.",
TITLE = "Misalignment-Free Relation Aggregation for Multi-Source-Free Domain
Adaptation",
BOOKTITLE = OutDistri23,
YEAR = "2023",
PAGES = "4315-4324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155076"}
@inproceedings{bb159204,
AUTHOR = "Yeh, H.W. and Westfechtel, T. and Huang, J.B. and Harada, T.",
TITLE = "Boosting Source-free Domain Adaptation via Confidence-based Subsets
Feature Alignment",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2857-2863",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155077"}
@article{bb159205,
AUTHOR = "Biswas, C. and Ganguly, D. and Mukherjee, P.S. and Bhattacharya, U. and Hou, Y.F.",
TITLE = "Privacy-aware supervised classification:
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YEAR = "2022",
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AUTHOR = "Bai, J.W. and Li, Y.M. and Li, J.W. and Yang, X. and Jiang, Y. and Xia, S.T.",
TITLE = "Multinomial random forest",
JOURNAL = PR,
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AUTHOR = "Yang, X.A. and Chen, J. and Li, Y.Q. and He, K. and Huang, X.J. and Jiang, Z.K. and Du, R.Y. and Bai, H.",
TITLE = "Efficient Single-Server Private Inference Outsourcing for
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PAGES = "10586-10598",
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AUTHOR = "Zhang, Q.S. and Zhang, H. and Chen, Y.T. and Ren, Q. and Ren, J. and Cheng, X. and Xiang, L.",
TITLE = "Interpretable Rotation-Equivariant Multiary-Valued Network for
Attribute Obfuscation",
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NUMBER = "12",
MONTH = "December",
PAGES = "11051-11064",
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AUTHOR = "Li, Z. and Wu, N. and Jiang, Q. and Chen, Y.F. and Wang, Z. and Trung, N.H.",
TITLE = "Theoretically-Grounded Privacy-Preserving Deep Semantic Coding",
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YEAR = "2025",
PAGES = "4319-4323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155082"}
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AUTHOR = "Sepehri, Y.M. and Pad, P. and Frossard, P. and Dunbar, L.A.",
TITLE = "PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural
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JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8803-8818",
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AUTHOR = "Gong, X.L. and Wang, Y. and Chen, Y.J. and Dong, H.C. and Li, Y.M. and Sun, M.Y. and Li, S. and Wang, Q.",
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AUTHOR = "Liu, B.C. and Ge, S.M. and Wang, P.J. and Li, S.K. and Liu, T.L.",
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Synthetic Distillation",
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AUTHOR = "Zhang, W.B. and Zuo, X.Y. and Wang, Y. and Zhang, L.",
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AUTHOR = "Chen, C.M. and Li, W. and Kumari, S. and Li, Y.C.",
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AUTHOR = "Purohit, K. and Yadav, S.",
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AUTHOR = "DeAlcala, D. and Morales, A. and Fierrez, J. and Mancera, G. and Tolosana, R.",
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AUTHOR = "Wu, Z.D. and Li, H. and Zhang, L. and Li, J.J.",
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AUTHOR = "Zhu, F. and Zhang, X.Y. and Wang, C. and Yin, F. and Liu, C.L.",
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AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.",
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AUTHOR = "Reed, C.J. and Metzger, S. and Srinivas, A. and Darrell, T.J. and Keutzer, K.",
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AUTHOR = "Kurmi, V.K. and Subramanian, V.K. and Namboodiri, V.P.",
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AUTHOR = "Wu, Z.Y. and Wang, Z.Y. and Wang, Z.W. and Jin, H.L.",
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YEAR = "2018",
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AUTHOR = "Zhang, P. and Bai, Y.P. and Wang, D. and Bai, B. and Li, Y.",
TITLE = "Few-Shot Classification of Aerial Scene Images via Meta-Learning",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "1",
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AUTHOR = "Deng, F.Q. and Zhong, J.M. and Li, N.N. and Fu, L.H. and Wang, D. and Lam, T.L.",
TITLE = "Exploring Cross-Video Matching for Few-Shot Video Classification via
Dual-Hierarchy Graph Neural Network Learning",
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AUTHOR = "Xu, H. and Wang, J.X. and Li, H. and Ouyang, D.Q. and Shao, J.",
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JOURNAL = PR,
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AUTHOR = "Zhang, B.Q. and Leung, K.C. and Li, X.T. and Ye, Y.M.",
TITLE = "Learn to abstract via concept graph for weakly-supervised few-shot
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JOURNAL = PR,
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AUTHOR = "Li, Y. and Shao, Z.F. and Huang, X. and Cai, B. and Peng, S.",
TITLE = "Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised
Embedding Optimization for Few-Shot Remote Sensing Scene
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YEAR = "2021",
NUMBER = "14",
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AUTHOR = "Li, H.F. and Cui, Z.Q. and Zhu, Z.Q. and Chen, L. and Zhu, J.W. and Huang, H.Z. and Tao, C.",
TITLE = "RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing
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JOURNAL = GeoRS,
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YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "6983-6994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155112"}
@article{bb159240,
AUTHOR = "Doveh, S. and Schwartz, E. and Xue, C. and Feris, R.S. and Bronstein, A.M. and Giryes, R. and Karlinsky, L.",
TITLE = "MetAdapt: Meta-learned task-adaptive architecture for few-shot
classification",
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155113"}
@inproceedings{bb159241,
AUTHOR = "Chen, X.Y. and Wang, G.H.",
TITLE = "Few-Shot Learning by Integrating Spatial and Frequency Representation",
BOOKTITLE = CRV21,
YEAR = "2021",
PAGES = "49-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155114"}
@article{bb159242,
AUTHOR = "Singh, R. and Bharti, V. and Purohit, V. and Kumar, A. and Singh, A.K. and Singh, S.K.",
TITLE = "MetaMed:
Few-shot medical image classification using gradient-based meta-learning",
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VOLUME = "120",
YEAR = "2021",
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AUTHOR = "Li, X.Z. and Huang, J.Q. and Liu, Y.Y. and Zhou, Q. and Zheng, S. and Schiele, B. and Sun, Q.R.",
TITLE = "Learning to teach and learn for semi-supervised few-shot image
classification",
JOURNAL = CVIU,
VOLUME = "212",
YEAR = "2021",
PAGES = "103270",
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@article{bb159244,
AUTHOR = "Zimmer, L. and Lindauer, M. and Hutter, F.",
TITLE = "Auto-Pytorch:
Multi-Fidelity MetaLearning for Efficient and Robust AutoDL",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3079-3090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155117"}
@article{bb159245,
AUTHOR = "Hu, Z.P. and Li, Z.J. and Wang, X.Y. and Zheng, S.",
TITLE = "Unsupervised descriptor selection based meta-learning networks for
few-shot classification",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
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@article{bb159246,
AUTHOR = "Cui, Y.W. and Liao, Q. and Hu, D. and An, W. and Liu, L.",
TITLE = "Coarse-to-fine pseudo supervision guided meta-task optimization for
few-shot object classification",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155119"}
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AUTHOR = "Ji, Z. and Hou, Z.S. and Liu, X.Y. and Pang, Y.W. and Han, J.G.",
TITLE = "Information Symmetry Matters: A Modal-Alternating Propagation Network
for Few-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1520-1531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155120"}
@article{bb159248,
AUTHOR = "Li, F. and Li, S.B. and Fan, X.X. and Li, X. and Chang, H.X.",
TITLE = "Structural Attention Enhanced Continual Meta-Learning for Graph Edge
Labeling Based Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155121"}
@article{bb159249,
AUTHOR = "Zhou, F. and Zhang, L. and Wei, W.",
TITLE = "Meta-Generating Deep Attentive Metric for Few-Shot Classification",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6863-6873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155122"}
@article{bb159250,
AUTHOR = "Guo, T. and Liang, J.Q. and Liang, J. and Xie, G.S.",
TITLE = "Cross-modal propagation network for generalized zero-shot learning",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "125-131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155123"}
@article{bb159251,
AUTHOR = "Zhang, J. and Song, J.K. and Gao, L. and Liu, Y. and Shen, H.T.",
TITLE = "Progressive Meta-Learning With Curriculum",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5916-5930",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155124"}
@article{bb159252,
AUTHOR = "Hu, Z. and Li, W. and Gan, Z.X. and Guo, W. and Zhu, J. and Wen, J.Z.Q. and Zhou, D.",
TITLE = "Learning From Visual Demonstrations via Replayed Task-Contrastive
Model-Agnostic Meta-Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8756-8767",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155125"}
@article{bb159253,
AUTHOR = "Bing, Z.S. and Lerch, D. and Huang, K. and Knoll, A.",
TITLE = "Meta-Reinforcement Learning in Non-Stationary and Dynamic
Environments",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3476-3491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155126"}
@article{bb159254,
AUTHOR = "Bing, Z.S. and Yun, Y.Q. and Huang, K. and Knoll, A.",
TITLE = "Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric
Models",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6948-6965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155127"}
@article{bb159255,
AUTHOR = "Martins, V.E. and Cano, A. and Barbon Junior, S.",
TITLE = "Meta-learning for dynamic tuning of active learning on stream
classification",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155128"}
@article{bb159256,
AUTHOR = "Li, Y. and Liu, Z. and Yao, L. and Chang, X.J.",
TITLE = "Attribute-Modulated Generative Meta Learning for Zero-Shot Learning",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1600-1610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155129"}
@article{bb159257,
AUTHOR = "Jiang, S.Q. and Zhu, Y.H. and Liu, C.L. and Song, X.H. and Li, X.Y. and Min, W.Q.",
TITLE = "Dataset Bias in Few-Shot Image Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
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MONTH = "January",
PAGES = "229-246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155130"}
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AUTHOR = "Cheng, J. and Hao, F.S. and He, F.X. and Liu, L. and Zhang, Q.S.",
TITLE = "Mixer-Based Semantic Spread for Few-Shot Learning",
JOURNAL = MultMed,
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YEAR = "2023",
PAGES = "191-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155131"}
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AUTHOR = "Ye, H.J. and Han, L. and Zhan, D.C.",
TITLE = "Revisiting Unsupervised Meta-Learning via the Characteristics of
Few-Shot Tasks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
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MONTH = "March",
PAGES = "3721-3737",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155132"}
@article{bb159260,
AUTHOR = "Tabealhojeh, H. and Adibi, P. and Karshenas, H. and Roy, S.K. and Harandi, M.",
TITLE = "RMAML: Riemannian meta-learning with orthogonality constraints",
JOURNAL = PR,
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YEAR = "2023",
PAGES = "109563",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155133"}
@article{bb159261,
AUTHOR = "Zhao, Y.Q. and Cheung, N.M.",
TITLE = "FS-BAN: Born-Again Networks for Domain Generalization Few-Shot
Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2252-2266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155134"}
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AUTHOR = "Zhang, B.Q. and Jiang, H. and Li, X. and Feng, S.S. and Ye, Y.M. and Luo, C. and Ye, R.",
TITLE = "MetaDT: Meta Decision Tree With Class Hierarchy for Interpretable
Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "2826-2838",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155135"}
@article{bb159263,
AUTHOR = "Peng, D. and Pan, S.J.L.",
TITLE = "Clustered Task-Aware Meta-Learning by Learning from Learning Paths",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9426-9438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155136"}
@article{bb159264,
AUTHOR = "Gao, Z. and Wu, Y.W. and Harandi, M. and Jia, Y.D.",
TITLE = "Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1545-1562",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155137"}
@article{bb159265,
AUTHOR = "Nguyen, C. and Do, T.T. and Carneiro, G.",
TITLE = "PAC-Bayes Meta-Learning With Implicit Task-Specific Posteriors",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "841-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155138"}
@article{bb159266,
AUTHOR = "Baik, S. and Choi, M. and Choi, J. and Kim, H. and Lee, K.M.",
TITLE = "Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1441-1454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155139"}
@inproceedings{bb159267,
AUTHOR = "Oh, J. and Baik, S. and Lee, K.M.",
TITLE = "Closer: Towards Better Representation Learning for Few-shot
Class-incremental Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLIX: 18-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155140"}
@inproceedings{bb159268,
AUTHOR = "Baik, S. and Choi, J. and Kim, H. and Cho, D. and Min, J. and Lee, K.M.",
TITLE = "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9445-9454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155141"}
@article{bb159269,
AUTHOR = "Wang, R.H. and Falk, J.I.T. and Pontil, M. and Ciliberto, C.",
TITLE = "Robust Meta-Representation Learning via Global Label Inference and
Classification",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1996-2010",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155142"}
@article{bb159270,
AUTHOR = "Wang, C.K. and Zheng, W.Z. and Zhu, Z. and Zhou, J. and Lu, J.W.",
TITLE = "Introspective Deep Metric Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1964-1980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155143"}
@article{bb159271,
AUTHOR = "Yan, X.G. and Shao, F. and Chen, H.W. and Jiang, Q.P.",
TITLE = "Hybrid CNN-transformer based meta-learning approach for personalized
image aesthetics assessment",
JOURNAL = JVCIR,
VOLUME = "98",
YEAR = "2024",
PAGES = "104044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155144"}
@article{bb159272,
AUTHOR = "Zhang, W. and Wang, X.S. and Wang, H.Y. and Cheng, Y.",
TITLE = "Causal Meta-Reinforcement Learning for Multimodal Remote Sensing Data
Classification",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155145"}
@article{bb159273,
AUTHOR = "Wang, Y. and Huang, C.Q. and Li, M. and Huang, Q.H. and Wu, X.M. and Wu, J.",
TITLE = "AG-Meta: Adaptive graph meta-learning via representation consistency
over local subgraphs",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155146"}
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AUTHOR = "Vettoruzzo, A. and Bouguelia, M.R. and Vanschoren, J. and Rognvaldsson, T. and Santosh, K.C.",
TITLE = "Advances and Challenges in Meta-Learning: A Technical Review",
JOURNAL = PAMI,
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PAGES = "4763-4779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155147"}
@article{bb159275,
AUTHOR = "Liu, R.S. and Gao, J.X. and Liu, X. and Fan, X.",
TITLE = "Learning With Constraint Learning: New Perspective, Solution Strategy
and Various Applications",
JOURNAL = PAMI,
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YEAR = "2024",
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MONTH = "July",
PAGES = "5026-5043",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155148"}
@article{bb159276,
AUTHOR = "Zhu, Y.H. and Liu, Y.N. and Wang, C.P. and Wang, S.M. and Lu, M.Y.",
TITLE = "Intermediate Domain-Based Meta Learning Framework for Adaptive Object
Detection",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "5255-5265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155149"}
@article{bb159277,
AUTHOR = "Xia, Y.W. and Zhang, M.Q. and Liu, Q. and Wang, L. and Wu, S. and Zhang, X.Y. and Wang, L.",
TITLE = "MetaTKG++: Learning evolving factor enhanced meta-knowledge for
temporal knowledge graph reasoning",
JOURNAL = PR,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155150"}
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AUTHOR = "Nguyen, M.H. and Hosoya, L.S.S. and Guyon, I.",
TITLE = "Meta-learning from learning curves for budget-limited algorithm
selection",
JOURNAL = PRL,
VOLUME = "185",
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@article{bb159279,
AUTHOR = "Sinha, I.K. and Verma, S. and Singh, K.P.",
TITLE = "FAM: Adaptive federated meta-learning for MRI data",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "205-212",
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TITLE = "Towards Task Sampler Learning for Meta-Learning",
JOURNAL = IJCV,
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NUMBER = "12",
MONTH = "December",
PAGES = "5534-5564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155153"}
@article{bb159281,
AUTHOR = "Voon, W. and Hum, Y.C. and Tee, Y.K. and Yap, W.S. and Lai, K.W. and Nisar, H. and Mokayed, H.",
TITLE = "Trapezoidal Step Scheduler for Model-Agnostic Meta-Learning in
Medical Imaging",
JOURNAL = PR,
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YEAR = "2025",
PAGES = "111316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155154"}
@article{bb159282,
AUTHOR = "Wang, M. and Leng, Z.X. and Hu, P.P. and Huang, J.J. and Wang, B. and Zhou, K. and Hu, G. and Yan, B.C. and Wu, L. and Xu, Y.L. and Wan, Q. and Zhou, Z.G.",
TITLE = "FRCAE: Feature regularization meta-learning with channel-wise
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JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155155"}
@article{bb159283,
AUTHOR = "Chen, Y. and Pedrycz, W. and Zhang, C. and Wang, J. and Yang, J.",
TITLE = "Oversampling With GAN via Meta-Learning for Imbalanced Data",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8819-8834",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155156"}
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AUTHOR = "Cui, J.R. and Liufu, B. and Dong, C.J. and Ke, J.C. and Wen, J.",
TITLE = "Deep Multi-View Clustering With Meta Information Compression",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7514-7527",
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AUTHOR = "Hu, Z.X. and Wei, Y.X. and Shen, L. and Wang, Z.Y. and Wu, B.Y. and Yuan, C. and Tao, D.C.",
TITLE = "Task-Distributionally Robust Data-Free Meta-Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "436-447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155158"}
@article{bb159286,
AUTHOR = "Zhu, J. and Wang, P.X. and Hui, J. and Ye, X.",
TITLE = "A query-driven twin network framework with optimization-based
meta-learning for few-shot hyperspectral image classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155159"}
@article{bb159287,
AUTHOR = "Deng, L.P. and Raissi, M. and Xiao, M.Q.",
TITLE = "Deep Neural Network Parameter Selection via Dataset Similarity Under
Meta-Learning Framework",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1860-1872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155160"}
@article{bb159288,
AUTHOR = "Deng, L.P. and Raissi, M. and Xiao, M.Q.",
TITLE = "Meta-Learning-Based Surrogate Models for Efficient Hyperparameter
Optimization",
JOURNAL = PAMI,
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YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3931-3938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155161"}
@article{bb159289,
AUTHOR = "Huang, X.J. and Li, J. and Liu, G.",
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meta-learning",
JOURNAL = PRL,
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AUTHOR = "Li, L.Y. and Su, X. and Shi, D.Y. and Chen, J. and Gan, W.S.",
TITLE = "A Practical Data-Driven Step-Size Selection Method for Adaptive
Active Noise Control Based on Modified Meta-Learning",
JOURNAL = SPLetters,
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YEAR = "2026",
PAGES = "1311-1315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155163"}
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AUTHOR = "Gu, S.X. and You, C.Q. and Guo, D. and Qu, Z.H. and Ren, B.B. and Xie, Z. and Luo, L.",
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@article{bb159292,
AUTHOR = "Lv, Y.Q. and Liang, D. and Du, W. and Shi, Z.L. and Xie, Z. and Wang, Q. and Wang, M.",
TITLE = "Tail Task Risk Minimization in Meta-Learning From Theoretical
Advances to Practical Strategies",
JOURNAL = PAMI,
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MONTH = "July",
PAGES = "7590-7606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155165"}
@article{bb159293,
AUTHOR = "Liu, C. and Wang, R. and Che, W.B.",
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attacks and meta-learning adaptation",
JOURNAL = SP:IC,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155166"}
@article{bb159294,
AUTHOR = "Su, X. and Yi, J. and Wang, Z.T. and Liu, C. and Wang, A. and Chen, P.",
TITLE = "Curriculum-Meta learning for unbiased Multimodal Relation Extraction",
JOURNAL = JVCIR,
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YEAR = "2026",
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@article{bb159295,
AUTHOR = "Park, B. and Koh, M. and Kong, H. and Lee, S.W.",
TITLE = "Compositional meta-learning for mitigating task heterogeneity in
physics-informed neural networks",
JOURNAL = PR,
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YEAR = "2026",
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AUTHOR = "Shu, J. and Yuan, X. and Meng, D.Y. and Xu, Z.B.",
TITLE = "DAC-MR: Data Augmentation Consistency Based Meta-Regularization for
Meta-Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9642-9658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155169"}
@article{bb159297,
AUTHOR = "Zhou, H.D. and Chen, C. and Liu, Y. and Chen, T.J. and Zhang, M.",
TITLE = "Dual-Branch GCN-Mamba Network with Semantic-Guided Meta-Learning for
Multimodal Remote Sensing Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "18",
PAGES = "3218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155170"}
@inproceedings{bb159298,
AUTHOR = "Senteri, G. and Glushkova, A. and Manitsaris, S.",
TITLE = "Learning When to Adapt: Forecast-Driven Meta Learning for Few-Shot
Professional Action Recognition under Data Scarcity",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155171"}
@inproceedings{bb159299,
AUTHOR = "Tseng, G. and Kerner, H. and Rolnick, D.",
TITLE = "Task-Informed Meta-Learning for Remote Sensing",
BOOKTITLE = FGVC25,
YEAR = "2025",
PAGES = "2235-2244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT155172"}
Last update:Sep 30, 2026 at 11:45:00