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        AUTHOR = "Hu, Y.F. and Gao, J.Y. and Xu, C.S.",
        TITLE = "Learning Dual-Pooling Graph Neural Networks for Few-Shot Video
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@article{bb116002,
        AUTHOR = "Cui, Y. and Liao, Q. and Hu, D. and An, W. and Liu, L.",
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few-shot object classification",
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        AUTHOR = "Lin, C.C. and Chu, H.L. and Wang, Y.C.A.F. and Lei, C.L.",
        TITLE = "Joint Feature Disentanglement and Hallucination for Few-Shot Image
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112228"}

@article{bb116004,
        AUTHOR = "Zhang, L. and Zuo, L.Y. and Du, Y.J. and Zhen, X.T.",
        TITLE = "Learning to Adapt With Memory for Probabilistic Few-Shot Learning",
        JOURNAL = CirSysVideo,
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        PAGES = "4283-4292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112229"}

@article{bb116005,
        AUTHOR = "Zhang, P. and Fan, G.L. and Wu, C. and Wang, D. and Li, Y.",
        TITLE = "Task-Adaptive Embedding Learning with Dynamic Kernel Fusion for
Few-Shot Remote Sensing Scene Classification",
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        NUMBER = "21",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112230"}

@article{bb116006,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Label Independent Memory for Semi-Supervised Few-Shot Video
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@inproceedings{bb116007,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
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        PAGES = "VII: 782-797",
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@article{bb116008,
        AUTHOR = "Fu, K. and Zhang, T.F. and Zhang, Y. and Wang, Z.R. and Sun, X.",
        TITLE = "Few-Shot SAR Target Classification via Metalearning",
        JOURNAL = GeoRS,
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        YEAR = "2022",
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@article{bb116009,
        AUTHOR = "Zhang, L. and Zhang, S. and Zou, B. and Dong, H.W.",
        TITLE = "Unsupervised Deep Representation Learning and Few-Shot Classification
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112234"}

@article{bb116010,
        AUTHOR = "Huang, W.D. and Yuan, Z.W. and Yang, A.X. and Tang, C. and Luo, X.B.",
        TITLE = "TAE-Net: Task-Adaptive Embedding Network for Few-Shot Remote Sensing
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        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112235"}

@article{bb116011,
        AUTHOR = "Yuan, Z.W. and Huang, W.D. and Tang, C. and Yang, A. and Luo, X.B.",
        TITLE = "Graph-Based Embedding Smoothing Network for Few-Shot Scene
Classification of Remote Sensing Images",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112236"}

@article{bb116012,
        AUTHOR = "Chen, C. and Li, K.L. and Wei, W. and Zhou, J.T.Y. and Zeng, Z.",
        TITLE = "Hierarchical Graph Neural Networks for Few-Shot Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112237"}

@article{bb116013,
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        TITLE = "Learning to Compare Relation:
Semantic Alignment for Few-Shot Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112238"}

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        TITLE = "Information Symmetry Matters: A Modal-Alternating Propagation Network
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112239"}

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        TITLE = "Superclass-aware network for few-shot learning",
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        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
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@article{bb116020,
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@article{bb116027,
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@article{bb116028,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112261"}

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@inproceedings{bb116053,
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@inproceedings{bb116054,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112280"}

@inproceedings{bb116056,
        AUTHOR = "Kang, D. and Cho, M.",
        TITLE = "Integrative Few-Shot Learning for Classification and Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9969-9980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112281"}

@inproceedings{bb116057,
        AUTHOR = "Xu, J.Y. and Le, H.",
        TITLE = "Generating Representative Samples for Few-Shot Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8993-9003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112282"}

@inproceedings{bb116058,
        AUTHOR = "Hu, S.X. and Li, D. and Stuhmer, J. and Kim, M.Y. and Hospedales, T.M.",
        TITLE = "Pushing the Limits of Simple Pipelines for Few-Shot Learning:
External Data and Fine-Tuning Make a Difference",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9058-9067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112283"}

@inproceedings{bb116059,
        AUTHOR = "Liang, K.J. and Rangrej, S.B. and Petrovic, V. and Hassner, T.",
        TITLE = "Few-shot Learning with Noisy Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9079-9088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112284"}

@inproceedings{bb116060,
        AUTHOR = "Li, P. and Gong, S.G. and Wang, C.J. and Fu, Y.W.",
        TITLE = "Ranking Distance Calibration for Cross-Domain Few-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9089-9098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112285"}

@inproceedings{bb116061,
        AUTHOR = "Xie, J.T. and Long, F. and Lv, J. and Wang, Q.L. and Li, P.H.",
        TITLE = "Joint Distribution Matters: Deep Brownian Distance Covariance for
Few-Shot Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7962-7971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112286"}

@inproceedings{bb116062,
        AUTHOR = "San Emeterio, M.G.",
        TITLE = "A Survey on Few-Shot Techniques in the Context of Computer Vision
Applications Based on Deep Learning",
        BOOKTITLE = HBAxSCES22,
        YEAR = "2022",
        PAGES = "14-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112287"}

@inproceedings{bb116063,
        AUTHOR = "Zhao, R.J. and Zhu, K. and Cao, Y. and Zha, Z.J.",
        TITLE = "AS-Net:
Class-Aware Assistance and Suppression Network for Few-Shot Learning",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "II:27-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112288"}

@inproceedings{bb116064,
        AUTHOR = "Cai, J.R. and Wang, Y.Z. and Hwang, J.N.",
        TITLE = "ACE: Ally Complementary Experts for Solving Long-Tailed Recognition
in One-Shot",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "112-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112289"}

@inproceedings{bb116065,
        AUTHOR = "Li, S. and Chen, D.D. and Chen, Y.P. and Yuan, L. and Zhang, L. and Chu, Q. and Liu, B. and Yu, N.H.",
        TITLE = "Improve Unsupervised Pretraining for Few-label Transfer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10181-10190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112290"}

@inproceedings{bb116066,
        AUTHOR = "Ma, J.W. and Xie, H. and Han, G.X. and Chang, S.F. and Galstyan, A. and Abd Almageed, W.",
        TITLE = "Partner-Assisted Learning for Few-Shot Image Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10553-10562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112291"}

@inproceedings{bb116067,
        AUTHOR = "Massiceti, D. and Zintgraf, L. and Bronskill, J. and Theodorou, L. and Harris, M.T. and Cutrell, E. and Morrison, C. and Hofmann, K. and Stumpf, S.",
        TITLE = "ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10798-10808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112292"}

@inproceedings{bb116068,
        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/pattern605os1.html#TT112293"}

@inproceedings{bb116069,
        AUTHOR = "Li, W.H. and Liu, X. and Bilen, H.",
        TITLE = "Cross-domain Few-shot Learning with Task-specific Adapters",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7151-7160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112294"}

@inproceedings{bb116070,
        AUTHOR = "Li, W.H. and Liu, X. and Bilen, H.",
        TITLE = "Universal Representation Learning from Multiple Domains for Few-shot
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9506-9515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112295"}

@inproceedings{bb116071,
        AUTHOR = "Das, R. and Wang, Y.X. and Moura, J.M.F.",
        TITLE = "On the Importance of Distractors for Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9010-9020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112296"}

@inproceedings{bb116072,
        AUTHOR = "Afrasiyabi, A. and Larochelle, H. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Matching Feature Sets for Few-Shot Image Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9004-9014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112297"}

@inproceedings{bb116073,
        AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Mixture-based Feature Space Learning for Few-shot Image
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9021-9031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112298"}

@inproceedings{bb116074,
        AUTHOR = "Phoo, C.P. and Hariharan, B.",
        TITLE = "Coarsely-labeled Data for Better Few-shot Transfer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9032-9041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112299"}

@inproceedings{bb116075,
        AUTHOR = "Chen, Y. and Liu, Z.A. and Xu, H.J. and Darrell, T.J. and Wang, X.L.",
        TITLE = "Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9042-9051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112300"}

@inproceedings{bb116076,
        AUTHOR = "Chowdhury, A. and Jiang, M. and Chaudhuri, S. and Jermaine, C.",
        TITLE = "Few-shot Image Classification: Just Use a Library of Pre-trained
Feature Extractors and a Simple Classifier",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9425-9434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112301"}

@inproceedings{bb116077,
        AUTHOR = "Zhang, C. and Ding, H.H. and Lin, G.S. and Li, R. and Wang, C.H. and Shen, C.H.",
        TITLE = "Meta Navigator:
Search for a Good Adaptation Policy for Few-shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9415-9424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112302"}

@inproceedings{bb116078,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Iterative label cleaning for transductive and semi-supervised
few-shot learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8731-8740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112303"}

@inproceedings{bb116079,
        AUTHOR = "Xu, J.Y. and Le, H. and Huang, M.Z. and Athar, S. and Samaras, D.",
        TITLE = "Variational Feature Disentangling for Fine-Grained Few-Shot
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8792-8801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112304"}

@inproceedings{bb116080,
        AUTHOR = "Kang, D. and Kwon, H. and Min, J. and Cho, M.",
        TITLE = "Relational Embedding for Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8802-8813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112305"}

@inproceedings{bb116081,
        AUTHOR = "Huang, K. and Geng, J. and Jiang, W. and Deng, X.Y. and Xu, Z.",
        TITLE = "Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8651-8660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112306"}

@inproceedings{bb116082,
        AUTHOR = "Yang, L. and Zhuo, W. and Qi, L. and Shi, Y.H. and Gao, Y.",
        TITLE = "Mining Latent Classes for Few-shot Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8701-8710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112307"}

@inproceedings{bb116083,
        AUTHOR = "Fei, N.Y. and Gao, Y.Z. and Lu, Z.W. and Xiang, T.",
        TITLE = "Z-Score Normalization, Hubness, and Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "142-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112308"}

@inproceedings{bb116084,
        AUTHOR = "Zhang, X. and Meng, D.B. and Gouk, H. and Hospedales, T.",
        TITLE = "Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "631-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112309"}

@inproceedings{bb116085,
        AUTHOR = "Yin, C.X. and Wu, K. and Che, Z.P. and Jiang, B. and Xu, Z.Y. and Tang, J.",
        TITLE = "Hierarchical Graph Attention Network for Few-shot Visual-Semantic
Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2157-2166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112310"}

@inproceedings{bb116086,
        AUTHOR = "Zhou, Z.Q. and Qiu, X. and Xie, J.T. and Wu, J. and Zhang, C.",
        TITLE = "Binocular Mutual Learning for Improving Few-shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8382-8391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112311"}

@inproceedings{bb116087,
        AUTHOR = "Qi, G.D. and Yu, H.M. and Lu, Z.H. and Li, S.Z.",
        TITLE = "Transductive Few-Shot Classification on the Oblique Manifold",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8392-8402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112312"}

@inproceedings{bb116088,
        AUTHOR = "Wu, J. and Zhang, T.Z. and Zhang, Y.D. and Wu, F.",
        TITLE = "Task-aware Part Mining Network for Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8413-8422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112313"}

@inproceedings{bb116089,
        AUTHOR = "Liu, Y.B. and Lee, J.H. and Zhu, L.C. and Chen, L. and Shi, H. and Yang, Y.",
        TITLE = "A Multi-Mode Modulator for Multi-Domain Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8433-8442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112314"}

@inproceedings{bb116090,
        AUTHOR = "Osahor, U. and Nasrabadi, N.M.",
        TITLE = "Ortho-Shot: Low Displacement Rank Regularization with Data
Augmentation for Few-Shot Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2040-2049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112315"}

@inproceedings{bb116091,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Tensor feature hallucination for few-shot learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2050-2060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112316"}

@inproceedings{bb116092,
        AUTHOR = "Garg, A. and Bagga, S. and Singh, Y. and Anand, S.",
        TITLE = "HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised
Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2061-2070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112317"}

@inproceedings{bb116093,
        AUTHOR = "Chowdhury, A. and Chaudhari, D. and Chaudhuri, S. and Jermaine, C.",
        TITLE = "Meta-Meta Classification for One-Shot Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1628-1637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112318"}

@inproceedings{bb116094,
        AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
        TITLE = "SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot
Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1586-1596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112319"}

@inproceedings{bb116095,
        AUTHOR = "Bateni, P. and Barber, J. and van de Meent, J.W. and Wood, F.",
        TITLE = "Enhancing Few-Shot Image Classification with Unlabelled Examples",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1597-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112320"}

@inproceedings{bb116096,
        AUTHOR = "Ye, C.G. and Zhu, H.Y. and Liao, Y.B. and Zhang, Y.G. and Chen, T. and Fan, J.Y.",
        TITLE = "What Makes for Effective Few-shot Point Cloud Classification?",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "267-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112321"}

@inproceedings{bb116097,
        AUTHOR = "Simon, C. and Koniusz, P. and Harandi, M.",
        TITLE = "Meta-Learning for Multi-Label Few-Shot Classification",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112322"}

@inproceedings{bb116098,
        AUTHOR = "Yang, P. and Ren, S.G. and Zhao, Y. and Li, P.",
        TITLE = "Calibrating CNNs for Few-Shot Meta Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "408-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112323"}

@inproceedings{bb116099,
        AUTHOR = "Cui, Y. and Xiong, W. and Tavakolian, M. and Liu, L.",
        TITLE = "Semi-Supervised Few-Shot Class-Incremental Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1239-1243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT112324"}

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