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        TITLE = "Multimodal Machine Learning in Image-Based and Clinical Biomedicine:
Survey and Prospects",
        JOURNAL = IJCV,
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@article{bb159301,
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        TITLE = "Review on Hardware Devices and Software Techniques Enabling Neural
Network Inference Onboard Satellites",
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@article{bb159302,
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        TITLE = "When Meta-Learning Meets Online and Continual Learning: A Survey",
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        TITLE = "A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and
Future Directions",
        JOURNAL = Surveys,
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        YEAR = "2024",
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@article{bb159304,
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learning for biomedical applications",
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@article{bb159305,
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        TITLE = "Bias in Federated Learning: A Comprehensive Survey",
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@article{bb159306,
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Convolutional Neural Networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155181"}

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        TITLE = "FovEx: Human-Inspired Explanations for Vision Transformers and
Convolutional Neural Networks",
        JOURNAL = IJCV,
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        YEAR = "2025",
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        MONTH = "December",
        PAGES = "8664-8664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155181"}

@article{bb159308,
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        TITLE = "A comprehensive survey of image clustering based on deep learning",
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@article{bb159309,
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        TITLE = "Concept-Based Explanation for Deep Vision Models: A Comprehensive
Survey on Techniques, Taxonomy, Applications, and Recent Advances",
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        NUMBER = "1",
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@article{bb159310,
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Hyperspectral Imaging: A Survey of the State of the Art",
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@article{bb159311,
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@article{bb159312,
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        TITLE = "Perspectives and Challenges of Machine Learning for Applications in
Agriculture and Vegetation Using Remote Sensing",
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@article{bb159313,
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@inproceedings{bb159315,
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Trustworthy Machine Learning: A Case Study on Image Classification",
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@inproceedings{bb159316,
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An In-Depth Comparative Exploration of Machine Learning Algorithms",
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@inproceedings{bb159317,
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@inproceedings{bb159318,
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@inproceedings{bb159319,
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@inproceedings{bb159320,
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@inproceedings{bb159321,
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@inproceedings{bb159322,
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e-brainstorming with privacy preferences",
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applications",
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@article{bb159335,
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Convolutional neural network based on differential privacy in
exponential attenuation mode for image classification",
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@article{bb159336,
        AUTHOR = "Wang, X.J. and Wu, J.Z. and Yang, J.J.",
        TITLE = "Special Issue Retraction: 
Convolutional neural network based on differential privacy in
exponential attenuation mode for image classification",
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@article{bb159337,
        AUTHOR = "Kim, Y. and Cho, D. and Hong, S.",
        TITLE = "Towards Privacy-Preserving Domain Adaptation",
        JOURNAL = SPLetters,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155210"}

@article{bb159338,
        AUTHOR = "Venkategowda, N.K.D. and Werner, S.",
        TITLE = "Privacy-Preserving Distributed Maximum Consensus",
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        YEAR = "2020",
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@article{bb159339,
        AUTHOR = "Dhuli, V.S. and Kouachi, S. and Werner, S.",
        TITLE = "Optimal Analysis of Consensus Algorithms for r-Nearest Ring Networks",
        JOURNAL = SPLetters,
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        YEAR = "2025",
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@article{bb159340,
        AUTHOR = "Alkhelaiwi, M. and Boulila, W. and Ahmad, J. and Koubaa, A. and Driss, M.",
        TITLE = "An Efficient Approach Based on Privacy-Preserving Deep Learning for
Satellite Image Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155213"}

@article{bb159341,
        AUTHOR = "Luo, Y. and Feng, G.R. and Zhang, X.P.",
        TITLE = "Hierarchical Authorization of Convolutional Neural Networks for
Multi-User",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155214"}

@article{bb159342,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155215"}

@inproceedings{bb159343,
        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",
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        YEAR = "2021",
        PAGES = "474-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155216"}

@inproceedings{bb159344,
        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#TT155217"}

@inproceedings{bb159345,
        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#TT155218"}

@article{bb159346,
        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",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155219"}

@article{bb159347,
        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",
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@article{bb159348,
        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#TT155221"}

@article{bb159349,
        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#TT155222"}

@article{bb159350,
        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#TT155223"}

@article{bb159351,
        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#TT155224"}

@article{bb159352,
        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",
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        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4169-4173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155225"}

@article{bb159353,
        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.",
        TITLE = "Armor: Shielding Unlearnable Examples Against Data Augmentation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3988-4004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155226"}

@article{bb159354,
        AUTHOR = "Xu, X.Y. and Yi, W.Z. and Wang, J. and Hu, H.X. and Yang, M.D. and Li, Z. and Zhuang, Y. and Liu, Y.X. and Ye, M.",
        TITLE = "SLeak: Multi-Target Privacy Stealing Attack Against Split Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5879-5891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155227"}

@article{bb159355,
        AUTHOR = "Liu, B.C. and Ge, S.M. and Wang, P.J. and Li, S.K. and Liu, T.L.",
        TITLE = "Privacy-Preserving Model Transcription With Differentially Private
Synthetic Distillation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6786-6798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155228"}

@article{bb159356,
        AUTHOR = "Zhang, W.B. and Zuo, X.Y. and Wang, Y. and Zhang, L.",
        TITLE = "Adaptive density clustering with differential privacy",
        JOURNAL = PR,
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@article{bb159357,
        AUTHOR = "Chen, C.M. and Li, W. and Kumari, S. and Li, Y.C.",
        TITLE = "Optimization-driven data-level defense against privacy leakage in
pattern recognition",
        JOURNAL = PR,
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@article{bb159358,
        AUTHOR = "Purohit, K. and Yadav, S.",
        TITLE = "Privacy-preserving machine learning and robust cryptography in
TensorFlow for empowering secure IoT analytics",
        JOURNAL = IJCVR,
        VOLUME = "17",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "199-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155231"}

@inproceedings{bb159359,
        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#TT155232"}

@inproceedings{bb159360,
        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#TT155233"}

@inproceedings{bb159361,
        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#TT155234"}

@inproceedings{bb159362,
        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#TT155235"}

@inproceedings{bb159363,
        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#TT155236"}

@inproceedings{bb159364,
        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#TT155237"}

@inproceedings{bb159365,
        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#TT155238"}

@inproceedings{bb159366,
        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#TT155239"}

@inproceedings{bb159367,
        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#TT155240"}

@inproceedings{bb159368,
        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#TT155241"}

@inproceedings{bb159369,
        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#TT155242"}

@inproceedings{bb159370,
        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#TT155243"}

@inproceedings{bb159371,
        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#TT155244"}

@inproceedings{bb159372,
        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#TT155245"}

@inproceedings{bb159373,
        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#TT155246"}

@inproceedings{bb159374,
        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#TT155247"}

@article{bb159375,
        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#TT155248"}

@article{bb159376,
        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#TT155249"}

@article{bb159377,
        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#TT155250"}

@article{bb159378,
        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#TT155251"}

@article{bb159379,
        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#TT155252"}

@article{bb159380,
        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#TT155253"}

@article{bb159381,
        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#TT155254"}

@inproceedings{bb159382,
        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#TT155255"}

@article{bb159383,
        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#TT155256"}

@article{bb159384,
        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#TT155257"}

@article{bb159385,
        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#TT155258"}

@article{bb159386,
        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#TT155259"}

@article{bb159387,
        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#TT155260"}

@article{bb159388,
        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#TT155261"}

@article{bb159389,
        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#TT155262"}

@article{bb159390,
        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#TT155263"}

@article{bb159391,
        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#TT155264"}

@article{bb159392,
        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#TT155265"}

@article{bb159393,
        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#TT155266"}

@article{bb159394,
        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#TT155267"}

@article{bb159395,
        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#TT155268"}

@article{bb159396,
        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#TT155269"}

@article{bb159397,
        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#TT155270"}

@article{bb159398,
        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#TT155271"}

@article{bb159399,
        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#TT155272"}

Last update:Oct 8, 2026 at 11:03:09