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@article{bb157805,
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@article{bb157806,
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@article{bb157807,
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@article{bb157808,
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@article{bb157809,
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        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#TT153739"}

@article{bb157857,
        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,
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        YEAR = "2022",
        PAGES = "108301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT153740"}

@article{bb157858,
        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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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT153741"}

@article{bb157859,
        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#TT153742"}

@article{bb157860,
        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#TT153743"}

@article{bb157861,
        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#TT153744"}

@article{bb157862,
        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#TT153745"}

@article{bb157863,
        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#TT153746"}

@article{bb157864,
        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#TT153747"}

@article{bb157865,
        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#TT153748"}

@article{bb157866,
        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#TT153749"}

@article{bb157867,
        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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        YEAR = "2026",
        PAGES = "113652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT153750"}

@article{bb157868,
        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",
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        YEAR = "2026",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT153751"}

@inproceedings{bb157869,
        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#TT153752"}

@inproceedings{bb157870,
        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#TT153753"}

@inproceedings{bb157871,
        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#TT153754"}

@inproceedings{bb157872,
        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#TT153755"}

@inproceedings{bb157873,
        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#TT153756"}

@inproceedings{bb157874,
        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#TT153757"}

@inproceedings{bb157875,
        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#TT153758"}

@inproceedings{bb157876,
        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#TT153759"}

@inproceedings{bb157877,
        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#TT153760"}

@inproceedings{bb157878,
        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#TT153761"}

@inproceedings{bb157879,
        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#TT153762"}

@inproceedings{bb157880,
        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#TT153763"}

@inproceedings{bb157881,
        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#TT153764"}

@inproceedings{bb157882,
        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#TT153765"}

@inproceedings{bb157883,
        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#TT153766"}

@inproceedings{bb157884,
        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#TT153767"}

@article{bb157885,
        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#TT153768"}

@article{bb157886,
        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#TT153769"}

@article{bb157887,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT153770"}

@article{bb157888,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT153771"}

@article{bb157889,
        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#TT153772"}

@article{bb157890,
        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#TT153773"}

@article{bb157891,
        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#TT153774"}

@inproceedings{bb157892,
        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#TT153775"}

@article{bb157893,
        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,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT153776"}

@article{bb157894,
        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.",
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        JOURNAL = CVIU,
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        YEAR = "2021",
        PAGES = "103270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT153777"}

@article{bb157895,
        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#TT153778"}

@article{bb157896,
        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#TT153779"}

@article{bb157897,
        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#TT153780"}

@article{bb157898,
        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#TT153781"}

@article{bb157899,
        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#TT153782"}

Last update:Aug 19, 2026 at 13:26:35