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        AUTHOR = "Seo, S. and Seo, P.H. and Han, B.H.",
        TITLE = "Learning for Single-Shot Confidence Calibration in Deep Neural Networks
Through Stochastic Inferences",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9022-9030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116955"}

@inproceedings{bb120801,
        AUTHOR = "Wang, X. and Yu, F. and Wang, R. and Darrell, T.J. and Gonzalez, J.E.",
        TITLE = "TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1831-1840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116956"}

@inproceedings{bb120802,
        AUTHOR = "Zhang, H.G. and Zhang, J. and Koniusz, P.",
        TITLE = "Few-Shot Learning via Saliency-Guided Hallucination of Samples",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2765-2774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116957"}

@inproceedings{bb120803,
        AUTHOR = "Wu, Z.H. and Shi, X.X. and Lin, G.S. and Cai, J.F.",
        TITLE = "Learning Meta-class Memory for Few-Shot Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "497-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116958"}

@inproceedings{bb120804,
        AUTHOR = "Zhang, C. and Lin, G.S. and Liu, F. and Yao, R. and Shen, C.H.",
        TITLE = "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement
and Attentive Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5212-5221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116959"}

@inproceedings{bb120805,
        AUTHOR = "Chu, W.H. and Li, Y.J. and Chang, J.C. and Wang, Y.C.A.F.",
        TITLE = "Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image
Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6244-6253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116960"}

@inproceedings{bb120806,
        AUTHOR = "Alfassy, A. and Karlinsky, L. and Aides, A. and Shtok, J. and Harary, S. and Feris, R. and Giryes, R. and Bronstein, A.M.",
        TITLE = "LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6541-6550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116961"}

@inproceedings{bb120807,
        AUTHOR = "Wertheimer, D. and Hariharan, B.",
        TITLE = "Few-Shot Learning With Localization in Realistic Settings",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6551-6560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116962"}

@inproceedings{bb120808,
        AUTHOR = "Wang, T. and Zhang, X.P. and Yuan, L. and Feng, J.S.",
        TITLE = "Few-Shot Adaptive Faster R-CNN",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7166-7175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116963"}

@inproceedings{bb120809,
        AUTHOR = "Fei, N.Y. and Guan, J.C. and Lu, Z.W. and Gao, Y.Z.",
        TITLE = "Few-shot Zero-shot Learning: Knowledge Transfer with Less Supervision",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:592-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116964"}

@inproceedings{bb120810,
        AUTHOR = "Li, A. and Luo, T. and Lu, Z.W. and Xiang, T. and Wang, L.W.",
        TITLE = "Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7205-7213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116965"}

@inproceedings{bb120811,
        AUTHOR = "Li, W.B. and Wang, L. and Xu, J.L. and Huo, J. and Gao, Y. and Luo, J.B.",
        TITLE = "Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot
Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7253-7260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116966"}

@inproceedings{bb120812,
        AUTHOR = "Schonfeld, E. and Ebrahimi, S. and Sinha, S. and Darrell, T.J. and Akata, Z.",
        TITLE = "Generalized Zero- and Few-Shot Learning via Aligned Variational
Autoencoders",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8239-8247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116967"}

@inproceedings{bb120813,
        AUTHOR = "Dutta, A. and Mancini, M. and Akata, Z.",
        TITLE = "Concurrent Discrimination and Alignment for Self-Supervised Feature
Learning",
        BOOKTITLE = DeepMTL21,
        YEAR = "2021",
        PAGES = "2189-2198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116968"}

@inproceedings{bb120814,
        AUTHOR = "Pastore, G. and Cermelli, F. and Xian, Y.Q. and Mancini, M. and Akata, Z. and Caputo, B.",
        TITLE = "A Closer Look at Self-training for Zero-Label Semantic Segmentation",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2687-2696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116969"}

@inproceedings{bb120815,
        AUTHOR = "Xian, Y.Q. and Choudhury, S. and He, Y. and Schiele, B. and Akata, Z.",
        TITLE = "Semantic Projection Network for Zero- and Few-Label Semantic
Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8248-8257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116970"}

@inproceedings{bb120816,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S. and Bursuc, A.",
        TITLE = "Dense Classification and Implanting for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9250-9259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116971"}

@inproceedings{bb120817,
        AUTHOR = "Jamal, M.A. and Qi, G.J.",
        TITLE = "Task Agnostic Meta-Learning for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11711-11719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116972"}

@inproceedings{bb120818,
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        TITLE = "Progressive Ensemble Networks for Zero-Shot Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11720-11728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116973"}

@inproceedings{bb120819,
        AUTHOR = "Atzmon, Y. and Chechik, G.",
        TITLE = "Adaptive Confidence Smoothing for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11663-11672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116974"}

@inproceedings{bb120820,
        AUTHOR = "Kampffmeyer, M. and Chen, Y. and Liang, X.D. and Wang, H. and Zhang, Y.J. and Xing, E.P.",
        TITLE = "Rethinking Knowledge Graph Propagation for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11479-11488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116975"}

@inproceedings{bb120821,
        AUTHOR = "Tong, B. and Wang, C. and Klinkigt, M. and Kobayashi, Y. and Nonaka, Y.",
        TITLE = "Hierarchical Disentanglement of Discriminative Latent Features for
Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11459-11468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116976"}

@inproceedings{bb120822,
        AUTHOR = "Hascoet, T. and Ariki, Y. and Takiguchi, T.",
        TITLE = "On Zero-Shot Recognition of Generic Objects",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9545-9553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116977"}

@inproceedings{bb120823,
        AUTHOR = "Xie, G.S. and Liu, L. and Jin, X.B. and Zhu, F. and Zhang, Z. and Qin, J. and Yao, Y.Z. and Shao, L.",
        TITLE = "Attentive Region Embedding Network for Zero-Shot Learning",
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        PAGES = "9376-9385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116978"}

@inproceedings{bb120824,
        AUTHOR = "Xie, G.S. and Liu, L. and Zhu, F. and Zhao, F. and Zhang, Z. and Yao, Y.Z. and Qin, J. and Shao, L.",
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@inproceedings{bb120825,
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        YEAR = "2019",
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@inproceedings{bb120826,
        AUTHOR = "Ding, Z.M. and Liu, H.F.",
        TITLE = "Marginalized Latent Semantic Encoder for Zero-Shot Learning",
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        PAGES = "6184-6192",
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@inproceedings{bb120827,
        AUTHOR = "Li, J. and Lan, X.G. and Liu, Y. and Wang, L. and Zheng, N.N.",
        TITLE = "Compressing Unknown Images With Product Quantizer for Efficient
Zero-Shot Classification",
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        PAGES = "5458-5467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116982"}

@inproceedings{bb120828,
        AUTHOR = "Zhu, P.K. and Wang, H.X. and Saligrama, V.",
        TITLE = "Generalized Zero-Shot Recognition Based on Visually Semantic Embedding",
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        PAGES = "2990-2998",
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@inproceedings{bb120829,
        AUTHOR = "Pal, A. and Balasubramanian, V.N.",
        TITLE = "Zero-Shot Task Transfer",
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@inproceedings{bb120830,
        AUTHOR = "Sariyildiz, M.B. and Cinbis, R.G.",
        TITLE = "Gradient Matching Generative Networks for Zero-Shot Learning",
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116985"}

@inproceedings{bb120831,
        AUTHOR = "Huang, H. and Wang, C.H. and Yu, P.S. and Wang, C.D.",
        TITLE = "Generative Dual Adversarial Network for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "801-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116986"}

@inproceedings{bb120832,
        AUTHOR = "Li, J.J. and Jing, M.M. and Lu, K. and Ding, Z.M. and Zhu, L. and Huang, Z.",
        TITLE = "Leveraging the Invariant Side of Generative Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7394-7403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116987"}

@inproceedings{bb120833,
        AUTHOR = "Li, H.Y. and Eigen, D. and Dodge, S. and Zeiler, M. and Wang, X.G.",
        TITLE = "Finding Task-Relevant Features for Few-Shot Learning by Category
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116988"}

@inproceedings{bb120834,
        AUTHOR = "Kim, J. and Kim, T. and Kim, S. and Yoo, C.D.",
        TITLE = "Edge-Labeling Graph Neural Network for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116989"}

@inproceedings{bb120835,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Generating Classification Weights With GNN Denoising Autoencoders for
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116990"}

@inproceedings{bb120836,
        AUTHOR = "Sun, Q.R. and Liu, Y.Y. and Chua, T.S. and Schiele, B.",
        TITLE = "Meta-Transfer Learning for Few-Shot Learning",
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        YEAR = "2019",
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@inproceedings{bb120837,
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        TITLE = "Self-Paced Adversarial Training for Multimodal Few-Shot Learning",
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@inproceedings{bb120838,
        AUTHOR = "Mehrotra, A. and Dukkipati, A.",
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@inproceedings{bb120839,
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@inproceedings{bb120840,
        AUTHOR = "Zhang, L. and Yang, X. and Liu, Z.Y. and Qi, L. and Zhou, H. and Chiu, C.",
        TITLE = "Single Shot Feature Aggregation Network for Underwater Object
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@inproceedings{bb120841,
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@inproceedings{bb120842,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Dynamic Few-Shot Visual Learning Without Forgetting",
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@inproceedings{bb120843,
        AUTHOR = "Qiao, S. and Liu, C. and Shen, W. and Yuille, A.L.",
        TITLE = "Few-Shot Image Recognition by Predicting Parameters from Activations",
        BOOKTITLE = CVPR18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT116998"}

@inproceedings{bb120844,
        AUTHOR = "Wang, Y. and Girshick, R. and Hebert, M. and Hariharan, B.",
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@inproceedings{bb120845,
        AUTHOR = "Zhao, F. and Zhao, J. and Yan, S.C. and Feng, J.S.",
        TITLE = "Dynamic Conditional Networks for Few-Shot Learning",
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        YEAR = "2018",
        PAGES = "XV: 20-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT117000"}

@inproceedings{bb120846,
        AUTHOR = "Lin, C. and Wang, Y.F. and Lei, C. and Chen, K.",
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@inproceedings{bb120847,
        AUTHOR = "Chu, W. and Wang, Y.F.",
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@inproceedings{bb120848,
        AUTHOR = "Pahde, F. and Nabi, M. and Klein, T. and Jahnichen, P.",
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@inproceedings{bb120849,
        AUTHOR = "Qi, H. and Brown, M. and Lowe, D.G.",
        TITLE = "Low-Shot Learning with Imprinted Weights",
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        YEAR = "2018",
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@inproceedings{bb120850,
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@inproceedings{bb120851,
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        TITLE = "Few-Shot Object Recognition from Machine-Labeled Web Images",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5358-5366",
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@article{bb120852,
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@inproceedings{bb120853,
        AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
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@inproceedings{bb120854,
        AUTHOR = "Wang, G. and Zhang, Y. and Fei Fei, L.",
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@article{bb120855,
        AUTHOR = "Rahman, S. and Khan, S. and Barnes, N.",
        TITLE = "Deep0Tag: Deep Multiple Instance Learning for Zero-Shot Image Tagging",
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        VOLUME = "22",
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@inproceedings{bb120856,
        AUTHOR = "Rahman, S. and Khan, S.",
        TITLE = "Deep Multiple Instance Learning for Zero-Shot Image Tagging",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
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@article{bb120857,
        AUTHOR = "Zhuang, S. and Wang, P. and Jiang, B. and Wang, G. and Wang, C.",
        TITLE = "A Single Shot Framework with Multi-Scale Feature Fusion for
Geospatial Object Detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117012"}

@article{bb120858,
        AUTHOR = "Woo, S.H. and Hwang, S. and Jang, H.D. and Kweon, I.S.",
        TITLE = "Gated bidirectional feature pyramid network for accurate one-shot
detection",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "4",
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        PAGES = "543-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117013"}

@article{bb120859,
        AUTHOR = "Chen, Z. and Fu, Y. and Zhang, Y. and Jiang, Y. and Xue, X. and Sigal, L.",
        TITLE = "Multi-Level Semantic Feature Augmentation for One-Shot Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4594-4605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117014"}

@article{bb120860,
        AUTHOR = "Sihag, S. and Tajer, A.",
        TITLE = "Optimal Network Parameter Estimation:
Single-Shot Exchange of Local Decisions",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1280-1284",
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@article{bb120861,
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@article{bb120862,
        AUTHOR = "Li, X.R. and Pu, F.L. and Yang, R. and Gui, R. and Xu, X.",
        TITLE = "AMN: Attention Metric Network for One-Shot Remote Sensing Image Scene
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        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117017"}

@article{bb120863,
        AUTHOR = "Feng, L.J. and Zhao, C.H. and Li, X.",
        TITLE = "Bias-Eliminated Semantic Refinement for Any-Shot Learning",
        JOURNAL = IP,
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@article{bb120864,
        AUTHOR = "Xu, D. and Alameda Pineda, X. and Ouyang, W.L. and Ricci, E. and Wang, X.G. and Sebe, N.",
        TITLE = "Probabilistic Graph Attention Network With Conditional Kernels for
Pixel-Wise Prediction",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117019"}

@article{bb120865,
        AUTHOR = "Deng, L. and He, C.M. and Xu, G.X. and Zhu, H. and Wang, H.",
        TITLE = "PcGAN: A Noise Robust Conditional Generative Adversarial Network for
One Shot Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117020"}

@inproceedings{bb120866,
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        TITLE = "Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding",
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@inproceedings{bb120867,
        AUTHOR = "Cai, J.R. and Wang, Y.Z. and Hwang, J.N.",
        TITLE = "ACE: Ally Complementary Experts for Solving Long-Tailed Recognition
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117022"}

@inproceedings{bb120868,
        AUTHOR = "Chowdhury, A. and Chaudhari, D. and Chaudhuri, S. and Jermaine, C.",
        TITLE = "Meta-Meta Classification for One-Shot Learning",
        BOOKTITLE = WACV22,
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@inproceedings{bb120869,
        AUTHOR = "Xiao, C.X. and Madapana, N. and Wachs, J.",
        TITLE = "One-Shot Image Recognition Using Prototypical Encoders with Reduced
Hubness",
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        YEAR = "2021",
        PAGES = "2251-2260",
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@inproceedings{bb120870,
        AUTHOR = "Li, Z. and Mozer, M. and Whitehill, J.",
        TITLE = "Compositional Embeddings for Multi-Label One-Shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "296-304",
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@inproceedings{bb120871,
        AUTHOR = "Guo, R.H. and Lin, C. and Li, C. and Tian, K.Y. and Sun, M. and Sheng, L. and Yan, J.J.",
        TITLE = "Powering One-shot Topological NAS with Stabilized Share-parameter Proxy",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:625-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117026"}

@inproceedings{bb120872,
        AUTHOR = "Guo, Z. and Zhang, X.Y. and Mu, H.Y. and Heng, W. and Liu, Z.C. and Wei, Y.C. and Sun, J.",
        TITLE = "Single Path One-shot Neural Architecture Search with Uniform Sampling",
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        YEAR = "2020",
        PAGES = "XVI: 544-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117027"}

@inproceedings{bb120873,
        AUTHOR = "Liu, C. and Xu, C. and Wang, Y. and Zhang, L. and Fu, Y.",
        TITLE = "An Embarrassingly Simple Baseline to One-shot Learning",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4005-4009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117028"}

@inproceedings{bb120874,
        AUTHOR = "Li, X. and Lin, C. and Li, C. and Sun, M. and Wu, W. and Yan, J. and Ouyang, W.",
        TITLE = "Improving One-Shot NAS by Suppressing the Posterior Fading",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13833-13842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117029"}

@inproceedings{bb120875,
        AUTHOR = "Zhang, M. and Li, H. and Pan, S. and Chang, X. and Su, S.",
        TITLE = "Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity
Maximization",
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        YEAR = "2020",
        PAGES = "7806-7815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117030"}

@inproceedings{bb120876,
        AUTHOR = "You, S. and Huang, T. and Yang, M. and Wang, F. and Qian, C. and Zhang, C.",
        TITLE = "GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117031"}

@inproceedings{bb120877,
        AUTHOR = "Chen, Z.T. and Fu, Y.W. and Wang, Y.X. and Ma, L. and Liu, W. and Hebert, M.",
        TITLE = "Image Deformation Meta-Networks for One-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8672-8681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117032"}

@inproceedings{bb120878,
        AUTHOR = "Kim, J. and Oh, T.H. and Lee, S. and Pan, F. and Kweon, I.S.",
        TITLE = "Variational Prototyping-Encoder:
One-Shot Learning With Prototypical Images",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9454-9462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117033"}

@inproceedings{bb120879,
        AUTHOR = "Choi, J. and Krishnamurthy, J. and Kembhavi, A. and Farhadi, A.",
        TITLE = "Structured Set Matching Networks for One-Shot Part Labeling",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3627-3636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117034"}

@inproceedings{bb120880,
        AUTHOR = "Cai, Q. and Pan, Y. and Yao, T. and Yan, C. and Mei, T.",
        TITLE = "Memory Matching Networks for One-Shot Image Recognition",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4080-4088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117035"}

@inproceedings{bb120881,
        AUTHOR = "Wang, P. and Liu, L.Q. and Shen, C.H. and Huang, Z. and van den Hengel, A.J. and Shen, H.T.",
        TITLE = "Multi-attention Network for One Shot Learning",
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        YEAR = "2017",
        PAGES = "6212-6220",
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@inproceedings{bb120882,
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        TITLE = "Automatic feature extraction using CNN for robust active one-shot
scanning",
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        YEAR = "2016",
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@inproceedings{bb120883,
        AUTHOR = "Yan, W. and Yap, J. and Mori, G.",
        TITLE = "Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT117038"}

@inproceedings{bb120884,
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        TITLE = "Optimizing one-shot recognition with micro-set learning",
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@article{bb120885,
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        TITLE = "Transductive Multi-View Zero-Shot Learning",
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        TITLE = "Semantic Autoencoder for Zero-Shot Learning",
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        YEAR = "2017",
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        AUTHOR = "Kodirov, E. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
        TITLE = "Unsupervised Domain Adaptation for Zero-Shot Learning",
        BOOKTITLE = ICCV15,
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        AUTHOR = "Fu, Y.W. and Yang, Y.X. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Transductive Multi-label Zero-shot Learning",
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@inproceedings{bb120889,
        AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
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@article{bb120894,
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prior knowledge",
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@article{bb120895,
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        YEAR = "2017",
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@article{bb120897,
        AUTHOR = "Li, A. and Lu, Z.W. and Wang, L.W. and Xiang, T. and Wen, J.R.",
        TITLE = "Zero-Shot Scene Classification for High Spatial Resolution Remote
Sensing Images",
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        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117052"}

@article{bb120898,
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        TITLE = "Transferrable Feature and Projection Learning with Class Hierarchy for
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        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117053"}

@article{bb120899,
        AUTHOR = "Guan, J.C. and Lu, Z.W. and Xiang, T. and Li, A. and Zhao, A. and Wen, J.R.",
        TITLE = "Zero and Few Shot Learning With Semantic Feature Synthesis and
Competitive Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2510-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117054"}

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