@article{bb154100,
        AUTHOR = "Luo, Y. and Feng, G.R. and Zhang, X.P.",
        TITLE = "Hierarchical Authorization of Convolutional Neural Networks for
Multi-User",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1560-1564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149991"}

@article{bb154101,
        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
Adaptation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "419-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149992"}

@inproceedings{bb154102,
        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#TT149993"}

@inproceedings{bb154103,
        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#TT149994"}

@inproceedings{bb154104,
        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#TT149995"}

@article{bb154105,
        AUTHOR = "Biswas, C. and Ganguly, D. and Mukherjee, P.S. and Bhattacharya, U. and Hou, Y.F.",
        TITLE = "Privacy-aware supervised classification:
An informative subspace based multi-objective approach",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149996"}

@article{bb154106,
        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,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149997"}

@article{bb154107,
        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
Convolutional Neural Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10586-10598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149998"}

@article{bb154108,
        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",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11051-11064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT149999"}

@article{bb154109,
        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",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4319-4323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150000"}

@article{bb154110,
        AUTHOR = "Sepehri, Y.M. and Pad, P. and Frossard, P. and Dunbar, L.A.",
        TITLE = "PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural
Networks",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8803-8818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150001"}

@article{bb154111,
        AUTHOR = "Saeidian, S. and Yavuzyilmaz, A. and Grosse, L. and Schuppe, G. and Oechtering, T.J.",
        TITLE = "A Tight Context-Aware Privacy Bound for Histogram Publication",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4169-4173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150002"}

@inproceedings{bb154112,
        AUTHOR = "DeAlcala, D. and Morales, A. and Fierrez, J. and Mancera, G. and Tolosana, R.",
        TITLE = "gMINT: Gradiant-based Membership Inference Test Applied to Image
Models",
        BOOKTITLE = XAI4CV25,
        YEAR = "2025",
        PAGES = "2772-2781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150003"}

@inproceedings{bb154113,
        AUTHOR = "Wu, Z.D. and Li, H. and Zhang, L. and Li, J.J.",
        TITLE = "Secret Point Recognition Algorithm via Test-Time Augmentation Based
on Large Language Models",
        BOOKTITLE = ICIVC25,
        YEAR = "2025",
        PAGES = "122-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150004"}

@inproceedings{bb154114,
        AUTHOR = "Runkel, C. and Gandikota, K.V. and Geiping, J. and Schonlieb, C.B. and Moeller, M.",
        TITLE = "Training Data Reconstruction: Privacy Due to Uncertainty?",
        BOOKTITLE = WiCV25,
        YEAR = "2025",
        PAGES = "3502-3510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150005"}

@inproceedings{bb154115,
        AUTHOR = "Yao, Y.G. and Liu, J.C. and Gong, Y.F. and Liu, X.M. and Wang, Y.Z. and Lin, X. and Liu, S.",
        TITLE = "Can Adversarial Examples be Parsed to Reveal Victim Model
Information?",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7049-7061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150006"}

@inproceedings{bb154116,
        AUTHOR = "Ni, X.Y. and Huttunen, H. and Rahtu, E.",
        TITLE = "On the Importance of Encrypting Deep Features",
        BOOKTITLE = HTCV21,
        YEAR = "2021",
        PAGES = "4125-4132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150007"}

@inproceedings{bb154117,
        AUTHOR = "Yin, H.X. and Mallya, A. and Vahdat, A. and Alvarez, J.M. and Kautz, J. and Molchanov, P.",
        TITLE = "See through Gradients: Image Batch Recovery via GradInversion",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16332-16341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150008"}

@inproceedings{bb154118,
        AUTHOR = "Singh, A. and Chopra, A. and Garza, E. and Zhang, E. and Vepakomma, P. and Sharma, V. and Raskar, R.",
        TITLE = "DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep
neural networks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12120-12130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150009"}

@inproceedings{bb154119,
        AUTHOR = "Hanzlik, L. and Zhang, Y. and Grosse, K. and Salem, A. and Augustin, M. and Backes, M. and Fritz, M.",
        TITLE = "MLCapsule: Guarded Offline Deployment of Machine Learning as a
Service",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3295-3304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150010"}

@inproceedings{bb154120,
        AUTHOR = "Zhu, F. and Zhang, X.Y. and Wang, C. and Yin, F. and Liu, C.L.",
        TITLE = "Prototype Augmentation and Self-Supervision for Incremental Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5867-5876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150011"}

@inproceedings{bb154121,
        AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.",
        TITLE = "Dual-Teacher Class-Incremental Learning With Data-Free Generative
Replay",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3538-3547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150012"}

@inproceedings{bb154122,
        AUTHOR = "Reed, C.J. and Metzger, S. and Srinivas, A. and Darrell, T.J. and Keutzer, K.",
        TITLE = "SelfAugment:
Automatic Augmentation Policies for Self-Supervised Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2673-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150013"}

@inproceedings{bb154123,
        AUTHOR = "Kurmi, V.K. and Subramanian, V.K. and Namboodiri, V.P.",
        TITLE = "Domain Impression: A Source Data Free Domain Adaptation Method",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "615-625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150014"}

@inproceedings{bb154124,
        AUTHOR = "Ahmed, S.M. and Raychaudhuri, D.S. and Paul, S. and Oymak, S. and Roy Chowdhury, A.K.",
        TITLE = "Unsupervised Multi-source Domain Adaptation Without Access to Source
Data",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10098-10107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150015"}

@inproceedings{bb154125,
        AUTHOR = "Kundu, J.N. and Venkat, N. and Revanur, A. and Rahul, M.V. and Babu, R.V.",
        TITLE = "Towards Inheritable Models for Open-Set Domain Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12373-12382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150016"}

@inproceedings{bb154126,
        AUTHOR = "Sarpatwar, K. and Ratha, N. and Nandakumar, K. and Shanmugam, K. and Rayfield, J.T. and Pankanti, S. and Vaculin, R.",
        TITLE = "Privacy Enhanced Decision Tree Inference",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "154-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150017"}

@inproceedings{bb154127,
        AUTHOR = "Wu, Z.Y. and Wang, Z.Y. and Wang, Z.W. and Jin, H.L.",
        TITLE = "Towards Privacy-Preserving Visual Recognition via Adversarial Training:
A Pilot Study",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 627-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150018"}

@article{bb154128,
        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",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150019"}

@article{bb154129,
        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",
        JOURNAL = IVC,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "104822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150020"}

@article{bb154130,
        AUTHOR = "Xu, H. and Wang, J.X. and Li, H. and Ouyang, D.Q. and Shao, J.",
        TITLE = "Unsupervised meta-learning for few-shot learning",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150021"}

@article{bb154131,
        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
learning",
        JOURNAL = PR,
        VOLUME = "117",
        YEAR = "2021",
        PAGES = "107946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150022"}

@article{bb154132,
        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
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150023"}

@article{bb154133,
        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
Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6983-6994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150024"}

@article{bb154134,
        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",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "130-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150025"}

@inproceedings{bb154135,
        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#TT150026"}

@article{bb154136,
        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",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150027"}

@article{bb154137,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150028"}

@article{bb154138,
        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#TT150029"}

@article{bb154139,
        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",
        PAGES = "108304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150030"}

@article{bb154140,
        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#TT150031"}

@article{bb154141,
        AUTHOR = "Ji, Z. and Hou, Z.S. and Liu, X. 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#TT150032"}

@article{bb154142,
        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#TT150033"}

@article{bb154143,
        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#TT150034"}

@article{bb154144,
        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#TT150035"}

@article{bb154145,
        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#TT150036"}

@article{bb154146,
        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#TT150037"}

@article{bb154147,
        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#TT150038"}

@article{bb154148,
        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#TT150039"}

@article{bb154149,
        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#TT150040"}

@article{bb154150,
        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#TT150041"}

@article{bb154151,
        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",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "229-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150042"}

@article{bb154152,
        AUTHOR = "Zhang, L. and Zhou, F. and Wei, W. and Zhang, Y.N.",
        TITLE = "Meta-Hallucinating Prototype for Few-Shot Learning Promotion",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150043"}

@article{bb154153,
        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,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "191-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150044"}

@article{bb154154,
        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",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3721-3737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150045"}

@article{bb154155,
        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,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150046"}

@article{bb154156,
        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#TT150047"}

@article{bb154157,
        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#TT150048"}

@article{bb154158,
        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#TT150049"}

@article{bb154159,
        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#TT150050"}

@article{bb154160,
        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#TT150051"}

@article{bb154161,
        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#TT150052"}

@inproceedings{bb154162,
        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#TT150053"}

@inproceedings{bb154163,
        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#TT150054"}

@article{bb154164,
        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#TT150055"}

@article{bb154165,
        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#TT150056"}

@article{bb154166,
        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#TT150057"}

@article{bb154167,
        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,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "6",
        PAGES = "1055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150058"}

@article{bb154168,
        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",
        JOURNAL = PR,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150059"}

@article{bb154169,
        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,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4763-4779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150060"}

@article{bb154170,
        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,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5026-5043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150061"}

@article{bb154171,
        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#TT150062"}

@article{bb154172,
        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,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150063"}

@article{bb154173,
        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",
        YEAR = "2024",
        PAGES = "225-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150064"}

@article{bb154174,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150065"}

@article{bb154175,
        AUTHOR = "Wang, J.Y. and Qiang, W.W. and Su, X.Z. and Zheng, C.W. and Sun, F.C. and Xiong, H.",
        TITLE = "Towards Task Sampler Learning for Meta-Learning",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5534-5564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150066"}

@article{bb154176,
        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,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150067"}

@article{bb154177,
        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
attention expansion",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150068"}

@article{bb154178,
        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#TT150069"}

@article{bb154179,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150070"}

@article{bb154180,
        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#TT150071"}

@article{bb154181,
        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#TT150072"}

@inproceedings{bb154182,
        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#TT150073"}

@inproceedings{bb154183,
        AUTHOR = "Bae, W. and Wang, J. and Sutherland, D.J.",
        TITLE = "Exploring Active Learning in Meta-learning:
Enhancing Context Set Labeling",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIX: 279-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150074"}

@inproceedings{bb154184,
        AUTHOR = "Sun, G.X. and Dabral, R. and Fua, P. and Theobalt, C. and Habermann, M.",
        TITLE = "Metacap: Meta-learning Priors from Multi-view Imagery for Sparse-view
Human Performance Capture and Rendering",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVI: 341-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150075"}

@inproceedings{bb154185,
        AUTHOR = "Sun, Y.P. and Chen, J.H. and Zhang, S. and Zhang, X.Y. and Chen, Q. and Zhang, G. and Ding, E. and Wang, J.D. and Li, Z.C.",
        TITLE = "VRP-SAM: SAM with Visual Reference Prompt",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23565-23574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150076"}

@inproceedings{bb154186,
        AUTHOR = "Long, L. and Wang, H. and Jiang, Z.J. and Feng, L. and Yao, C. and Chen, G. and Zhao, J.",
        TITLE = "Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23138-23147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150077"}

@inproceedings{bb154187,
        AUTHOR = "Zhan, D.L. and Anderson, J.",
        TITLE = "Data-Efficient and Robust Task Selection for Meta-Learning",
        BOOKTITLE = ECV24,
        YEAR = "2024",
        PAGES = "8056-8065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150078"}

@inproceedings{bb154188,
        AUTHOR = "Jain, N. and Suggala, A.S. and Shenoy, P.",
        TITLE = "Improving Generalization via Meta-Learning on Hard Samples",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27590-27599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150079"}

@inproceedings{bb154189,
        AUTHOR = "Park, J. and Ko, J. and Kim, H.W.J.",
        TITLE = "Prompt Learning via Meta-Regularization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26930-26940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150080"}

@inproceedings{bb154190,
        AUTHOR = "Wei, Y.X. and Hu, Z.X. and Wang, Z.Y. and Shen, L. and Yuan, C. and Tao, D.C.",
        TITLE = "Free: Faster and Better Data-Free Meta-Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23273-23282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150081"}

@inproceedings{bb154191,
        AUTHOR = "Zhou, Y. and Li, X.H. and Liu, F.Z. and Wei, Q.Y. and Chen, X. and Yu, L.Q. and Xie, C. and Lungren, M.P. and Xing, L.",
        TITLE = "L2B: Learning to Bootstrap Robust Models for Combating Label Noise",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23523-23533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150082"}

@inproceedings{bb154192,
        AUTHOR = "Chen, J.J. and Yan, J.B. and Fang, Y.M. and Niu, L.",
        TITLE = "Meta-Point Learning and Refining for Category-Agnostic Pose
Estimation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23534-23543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150083"}

@inproceedings{bb154193,
        AUTHOR = "Cetin, E. and Carta, A. and Celiktutan, O.",
        TITLE = "A Simple Recipe to Meta-Learn Forward and Backward Transfer",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18686-18696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150084"}

@inproceedings{bb154194,
        AUTHOR = "Wang, L.Z. and Zhou, S. and Zhang, S.H. and Chu, X. and Chang, H. and Zhu, W.W.",
        TITLE = "Improving Generalization of Meta-Learning with Inverted
Regularization at Inner-Level",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7826-7835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150085"}

@inproceedings{bb154195,
        AUTHOR = "Hu, Z.X. and Shen, L. and Wang, Z.Y. and Liu, T.L. and Yuan, C. and Tao, D.C.",
        TITLE = "Architecture, Dataset and Model-Scale Agnostic Data-free
Meta-Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7736-7745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150086"}

@inproceedings{bb154196,
        AUTHOR = "Subramanyam, R. and Heimann, M. and Jayram, T.S. and Anirudh, R. and Thiagarajan, J.J.",
        TITLE = "Contrastive Knowledge-Augmented Meta-Learning for Few-Shot
Classification",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2478-2486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150087"}

@inproceedings{bb154197,
        AUTHOR = "Qin, X.R. and Song, X.H. and Jiang, S.Q.",
        TITLE = "Bi-Level Meta-Learning for Few-Shot Domain Generalization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15900-15910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150088"}

@inproceedings{bb154198,
        AUTHOR = "Kang, S. and Hwang, D. and Eo, M. and Kim, T. and Rhee, W.",
        TITLE = "Meta-Learning with a Geometry-Adaptive Preconditioner",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16080-16090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150089"}

@inproceedings{bb154199,
        AUTHOR = "Ragonesi, R. and Morerio, P. and Murino, V.",
        TITLE = "Learning unbiased classifiers from biased data with meta-learning",
        BOOKTITLE = FaDE-TCV23,
        YEAR = "2023",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT150090"}

Last update:Jan 8, 2026 at 12:52:16