@inproceedings{bb138400,
        AUTHOR = "Liu, G. and Zhao, L.L. and Li, W. and Guo, D. and Fang, X.Z.",
        TITLE = "Class-wise Metric Scaling for Improved Few-Shot Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "586-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134405"}

@inproceedings{bb138401,
        AUTHOR = "Zhang, J.H. and Zhang, M. and Lu, Z.W. and Xiang, T.",
        TITLE = "AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3481-3490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134406"}

@inproceedings{bb138402,
        AUTHOR = "Zhang, G.J. and Cui, K.W. and Wu, R.L. and Lu, S.J. and Tian, Y.H.",
        TITLE = "PNPDet: Efficient Few-shot Detection without Forgetting via
Plug-and-Play Sub-networks",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3822-3831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134407"}

@inproceedings{bb138403,
        AUTHOR = "Fortin, M.P. and Chaib draa, B.",
        TITLE = "Towards Contextual Learning in Few-shot Object Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3278-3287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134408"}

@inproceedings{bb138404,
        AUTHOR = "Wang, H.J. and Lian, J.Y. and Xiong, S.W.",
        TITLE = "Few-shot Learning with Unlabeled Outlier Exposure",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "I:340-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134409"}

@inproceedings{bb138405,
        AUTHOR = "Matsumi, S. and Yamada, K.",
        TITLE = "Few-Shot Learning Based on Metric Learning Using Class Augmentation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "196-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134410"}

@inproceedings{bb138406,
        AUTHOR = "Wu, W. and Pang, S.M. and Tian, Z.Q. and Li, Y.C.",
        TITLE = "Meta Generalized Network for Few-Shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1400-1405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134411"}

@inproceedings{bb138407,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Few-Shot Few-Shot Learning and the role of Spatial Attention",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2693-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134412"}

@inproceedings{bb138408,
        AUTHOR = "Hu, Y.Q. and Gripon, V. and Pateux, S.",
        TITLE = "Graph-based Interpolation of Feature Vectors for Accurate Few-Shot
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8164-8171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134413"}

@inproceedings{bb138409,
        AUTHOR = "Yan, B.M. and Zhou, C. and Zhao, B. and Guo, K. and Yang, J. and Li, X.B. and Zhang, M. and Wang, Y.Z.",
        TITLE = "Augmented Bi-path Network for Few-shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8461-8468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134414"}

@inproceedings{bb138410,
        AUTHOR = "Wang, Z. and Liu, L. and Li, F.",
        TITLE = "TAAN: Task-Aware Attention Network for Few-shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9130-9136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134415"}

@inproceedings{bb138411,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Local Propagation for Few-Shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10457-10464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134416"}

@inproceedings{bb138412,
        AUTHOR = "Cai, C.H. and Yuan, M.L. and Lu, T.",
        TITLE = "IFSM: An Iterative Feature Selection Mechanism for Few-Shot Image
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9429-9436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134417"}

@inproceedings{bb138413,
        AUTHOR = "Das, D. and Moon, J.H. and Lee, C.S.G.",
        TITLE = "Few-shot Image Recognition with Manifolds",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "II:3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134418"}

@inproceedings{bb138414,
        AUTHOR = "Zhong, Q. and Chen, L. and Qian, Y.",
        TITLE = "Few-Shot Learning for Remote Sensing Image Retrieval With MAML",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2446-2450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134419"}

@inproceedings{bb138415,
        AUTHOR = "Rodriguez, P. and Laradji, I. and Drouin, A. and Lacoste, A.",
        TITLE = "Embedding Propagation: Smoother Manifold for Few-shot Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:121-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134420"}

@inproceedings{bb138416,
        AUTHOR = "Tian, Y.L. and Wang, Y. and Krishnan, D. and Tenenbaum, J.B. and Isola, P.",
        TITLE = "Rethinking Few-shot Image Classification:
A Good Embedding is All You Need?",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:266-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134421"}

@inproceedings{bb138417,
        AUTHOR = "Lichtenstein, M. and Sattigeri, P. and Feris, R.S. and Giryes, R. and Karlinsky, L.",
        TITLE = "Tafssl: Task-adaptive Feature Sub-space Learning for Few-shot
Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:522-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134422"}

@inproceedings{bb138418,
        AUTHOR = "Wang, S. and Yue, J. and Liu, J.Z. and Tian, Q. and Wang, M.",
        TITLE = "Large-scale Few-shot Learning via Multi-modal Knowledge Discovery",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:718-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134423"}

@inproceedings{bb138419,
        AUTHOR = "Nguyen, V.N. and Lokse, S. and Wickstrom, K. and Kampffmeyer, M. and Roverso, D. and Jenssen, R.",
        TITLE = "Sen: A Novel Feature Normalization Dissimilarity Measure for
Prototypical Few-shot Learning Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:118-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134424"}

@inproceedings{bb138420,
        AUTHOR = "Liu, J.L. and Song, L. and Qin, Y.Q.",
        TITLE = "Prototype Rectification for Few-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:741-756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134425"}

@inproceedings{bb138421,
        AUTHOR = "Liu, B. and Cao, Y. and Lin, Y.T. and Li, Q. and Zhang, Z. and Long, M.S. and Hu, H.",
        TITLE = "Negative Margin Matters:
Understanding Margin in Few-Shot Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:438-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134426"}

@inproceedings{bb138422,
        AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Associative Alignment for Few-shot Image Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:18-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134427"}

@inproceedings{bb138423,
        AUTHOR = "Liu, Y.Y. and Schiele, B. and Sun, Q.",
        TITLE = "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVI: 404-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134428"}

@inproceedings{bb138424,
        AUTHOR = "Guo, Y. and Cheung, N.",
        TITLE = "Attentive Weights Generation for Few Shot Learning via Information
Maximization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13496-13505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134429"}

@inproceedings{bb138425,
        AUTHOR = "Li, A.X. and Huang, W.R. and Lan, X. and Feng, J.S. and Li, Z.G. and Wang, L.W.",
        TITLE = "Boosting Few-Shot Learning With Adaptive Margin Loss",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12573-12581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134430"}

@inproceedings{bb138426,
        AUTHOR = "Yang, L. and Li, L. and Zhang, Z. and Zhou, X. and Zhou, E. and Liu, Y.",
        TITLE = "DPGN: Distribution Propagation Graph Network for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13387-13396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134431"}

@inproceedings{bb138427,
        AUTHOR = "Tang, L. and Wertheimer, D. and Hariharan, B.",
        TITLE = "Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14340-14349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134432"}

@inproceedings{bb138428,
        AUTHOR = "Bateni, P. and Goyal, R. and Masrani, V. and Wood, F. and Sigal, L.",
        TITLE = "Improved Few-Shot Visual Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14481-14490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134433"}

@inproceedings{bb138429,
        AUTHOR = "Xue, Z. and Xie, Z. and Xing, Z. and Duan, L.",
        TITLE = "Relative Position and Map Networks in Few-shot Learning for Image
Classification",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4032-4036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134434"}

@inproceedings{bb138430,
        AUTHOR = "Ye, H. and Hu, H. and Zhan, D. and Sha, F.",
        TITLE = "Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8805-8814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134435"}

@inproceedings{bb138431,
        AUTHOR = "Zhou, L. and Cui, P. and Jia, X. and Yang, S. and Tian, Q.",
        TITLE = "Learning to Select Base Classes for Few-Shot Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4623-4632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134436"}

@inproceedings{bb138432,
        AUTHOR = "Jena, R. and Halder, S.S. and Sycara, K.",
        TITLE = "MA3: Model Agnostic Adversarial Augmentation for Few Shot learning",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "3966-3970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134437"}

@inproceedings{bb138433,
        AUTHOR = "Li, K. and Zhang, Y. and Li, K. and Fu, Y.",
        TITLE = "Adversarial Feature Hallucination Networks for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13467-13476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134438"}

@inproceedings{bb138434,
        AUTHOR = "Mangla, P. and Singh, M. and Sinha, A. and Kumari, N. and Balasubramanian, V.N. and Krishnamurthy, B.",
        TITLE = "Charting the Right Manifold: Manifold Mixup for Few-shot Learning",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2207-2216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134439"}

@inproceedings{bb138435,
        AUTHOR = "Chen, P.F. and Yuan, M.L. and Lu, T.",
        TITLE = "Multi-scale Comparison Network for Few-shot Learning",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "II:3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134440"}

@inproceedings{bb138436,
        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#TT134441"}

@inproceedings{bb138437,
        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#TT134442"}

@inproceedings{bb138438,
        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#TT134443"}

@inproceedings{bb138439,
        AUTHOR = "Zhang, C. and Lin, G.S. and Liu, F.Y. 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#TT134444"}

@inproceedings{bb138440,
        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#TT134445"}

@inproceedings{bb138441,
        AUTHOR = "Alfassy, A. and Karlinsky, L. and Aides, A. and Shtok, J. and Harary, S. and Feris, R.S. 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#TT134446"}

@inproceedings{bb138442,
        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#TT134447"}

@inproceedings{bb138443,
        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#TT134448"}

@inproceedings{bb138444,
        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#TT134449"}

@inproceedings{bb138445,
        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#TT134450"}

@inproceedings{bb138446,
        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#TT134451"}

@inproceedings{bb138447,
        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#TT134452"}

@inproceedings{bb138448,
        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#TT134453"}

@inproceedings{bb138449,
        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#TT134454"}

@inproceedings{bb138450,
        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#TT134455"}

@inproceedings{bb138451,
        AUTHOR = "Ye, M. and Guo, Y.H.",
        TITLE = "Progressive Ensemble Networks for Zero-Shot Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11720-11728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134456"}

@inproceedings{bb138452,
        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#TT134457"}

@inproceedings{bb138453,
        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#TT134458"}

@inproceedings{bb138454,
        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#TT134459"}

@inproceedings{bb138455,
        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#TT134460"}

@inproceedings{bb138456,
        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",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9376-9385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134461"}

@inproceedings{bb138457,
        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.",
        TITLE = "Region Graph Embedding Network for Zero-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:562-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134462"}

@inproceedings{bb138458,
        AUTHOR = "Paul, A. and Krishnan, N.C. and Munjal, P.",
        TITLE = "Semantically Aligned Bias Reducing Zero Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7049-7058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134463"}

@inproceedings{bb138459,
        AUTHOR = "Ding, Z.M. and Liu, H.F.",
        TITLE = "Marginalized Latent Semantic Encoder for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6184-6192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134464"}

@inproceedings{bb138460,
        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",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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@inproceedings{bb138461,
        AUTHOR = "Zhu, P.K. and Wang, H.X. and Saligrama, V.",
        TITLE = "Generalized Zero-Shot Recognition Based on Visually Semantic Embedding",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2990-2998",
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@inproceedings{bb138462,
        AUTHOR = "Pal, A. and Balasubramanian, V.N.",
        TITLE = "Zero-Shot Task Transfer",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2184-2193",
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@inproceedings{bb138463,
        AUTHOR = "Sariyildiz, M.B. and Cinbis, R.G.",
        TITLE = "Gradient Matching Generative Networks for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2163-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134468"}

@inproceedings{bb138464,
        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#TT134469"}

@inproceedings{bb138465,
        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#TT134470"}

@inproceedings{bb138466,
        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
Traversal",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134471"}

@inproceedings{bb138467,
        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",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134472"}

@inproceedings{bb138468,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Generating Classification Weights With GNN Denoising Autoencoders for
Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "21-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134473"}

@inproceedings{bb138469,
        AUTHOR = "Sun, Q.R. and Liu, Y.Y. and Chua, T.S. and Schiele, B.",
        TITLE = "Meta-Transfer Learning for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "403-412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134474"}

@inproceedings{bb138470,
        AUTHOR = "Pahde, F. and Ostapenko, O. and Hnichen, P.J. and Klein, T. and Nabi, M.",
        TITLE = "Self-Paced Adversarial Training for Multimodal Few-Shot Learning",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "218-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134475"}

@inproceedings{bb138471,
        AUTHOR = "Mehrotra, A. and Dukkipati, A.",
        TITLE = "Skip Residual Pairwise Networks With Learnable Comparative Functions
for Few-Shot Learning",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "886-894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134476"}

@inproceedings{bb138472,
        AUTHOR = "Pahde, F. and Puscas, M. and Wolff, J. and Klein, T. and Sebe, N. and Nabi, M.",
        TITLE = "Low-Shot Learning From Imaginary 3D Model",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "978-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134477"}

@inproceedings{bb138473,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Dynamic Few-Shot Visual Learning Without Forgetting",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4367-4375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134478"}

@inproceedings{bb138474,
        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,
        YEAR = "2018",
        PAGES = "7229-7238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134479"}

@inproceedings{bb138475,
        AUTHOR = "Wang, Y. and Girshick, R. and Hebert, M. and Hariharan, B.",
        TITLE = "Low-Shot Learning from Imaginary Data",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7278-7286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134480"}

@inproceedings{bb138476,
        AUTHOR = "Zhao, F. and Zhao, J. and Yan, S.C. and Feng, J.S.",
        TITLE = "Dynamic Conditional Networks for Few-Shot Learning",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XV: 20-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134481"}

@inproceedings{bb138477,
        AUTHOR = "Pahde, F. and Nabi, M. and Klein, T. and Jahnichen, P.",
        TITLE = "Discriminative Hallucination for Multi-Modal Few-Shot Learning",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "156-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134482"}

@inproceedings{bb138478,
        AUTHOR = "Qi, H. and Brown, M. and Lowe, D.G.",
        TITLE = "Low-Shot Learning with Imprinted Weights",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5822-5830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134483"}

@inproceedings{bb138479,
        AUTHOR = "Hariharan, B. and Girshick, R.",
        TITLE = "Low-Shot Visual Recognition by Shrinking and Hallucinating Features",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3037-3046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134484"}

@inproceedings{bb138480,
        AUTHOR = "Xu, Z. and Zhu, L. and Yang, Y.",
        TITLE = "Few-Shot Object Recognition from Machine-Labeled Web Images",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5358-5366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134485"}

@article{bb138481,
        AUTHOR = "Huo, X.Y. and Zeng, X.P. and Wu, S. and Wong, H.S.",
        TITLE = "Attention Regularized Semi-Supervised Learning with Class-Ambiguous
Data for Image Classification",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134486"}

@article{bb138482,
        AUTHOR = "Huo, X.Y. and Zeng, X.P. and Wu, S. and Shen, W.J. and Wong, H.S.",
        TITLE = "Collaborative Learning with Unreliability Adaptation for
Semi-Supervised Image Classification",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134487"}

@article{bb138483,
        AUTHOR = "Li, G.J. and Yu, Z.W. and Yang, K.X. and Chen, C.L.P. and Li, X.L.",
        TITLE = "Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph
Construction for High-Dimensional Data",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1103-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134488"}

@article{bb138484,
        AUTHOR = "Li, J.C. and Wu, S. and Liu, C. and Yu, Z.W. and Wong, H.S.",
        TITLE = "Semi-Supervised Deep Coupled Ensemble Learning with Classification
Landmark Exploration",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "538-550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134489"}

@article{bb138485,
        AUTHOR = "Wu, S. and Ji, Q.J. and Wang, S.F. and Wong, H.S. and Yu, Z.W. and Xu, Y.",
        TITLE = "Semi-Supervised Image Classification With Self-Paced Cross-Task
Networks",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "851-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134490"}

@article{bb138486,
        AUTHOR = "Huang, S.X. and Zeng, X.P. and Wu, S. and Yu, Z.W. and Azzam, M. and Wong, H.S.",
        TITLE = "Behavior regularized prototypical networks for semi-supervised
few-shot image classification",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134491"}

@article{bb138487,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Label Independent Memory for Semi-Supervised Few-Shot Video
Classification",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "273-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134492"}

@inproceedings{bb138488,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Compound Memory Networks for Few-Shot Video Classification",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 782-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134493"}

@article{bb138489,
        AUTHOR = "Zhang, B. and Ye, H.C. and Yu, G. and Wang, B. and Wu, Y. and Fan, J.Y. and Chen, T.",
        TITLE = "Sample-Centric Feature Generation for Semi-Supervised Few-Shot
Learning",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2309-2320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134494"}

@article{bb138490,
        AUTHOR = "Xu, R. and Xing, L. and Shao, S. and Zhao, L.F. and Liu, B. and Liu, W.F. and Zhou, Y.C.",
        TITLE = "GCT: Graph Co-Training for Semi-Supervised Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8674-8687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134495"}

@article{bb138491,
        AUTHOR = "Liu, F. and Yang, S. and Chen, D. and Huang, H.X. and Zhou, J.",
        TITLE = "Few-shot classification guided by generalization error bound",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134496"}

@article{bb138492,
        AUTHOR = "Clay, V. and Pipa, G. and Kuhnberger, K.U. and Konig, P.",
        TITLE = "Development of Few-Shot Learning Capabilities in Artificial Neural
Networks When Learning Through Self-Supervised Interaction",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "209-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134497"}

@article{bb138493,
        AUTHOR = "Gao, R.X. and Su, H. and Prasad, S. and Tang, P.",
        TITLE = "Few-shot classification with multisemantic information fusion network",
        JOURNAL = IVC,
        VOLUME = "141",
        YEAR = "2024",
        PAGES = "104869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134498"}

@article{bb138494,
        AUTHOR = "Wei, X.S. and Xu, H.Y. and Yang, Z.W. and Duan, C.L. and Peng, Y.X.",
        TITLE = "Negatives Make a Positive: An Embarrassingly Simple Approach to
Semi-Supervised Few-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2091-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134499"}

@article{bb138495,
        AUTHOR = "Liu, B. and Zhao, H.W. and Li, J. and Gao, Y.S. and Zhang, J.R.",
        TITLE = "SRL-ProtoNet: Self-supervised representation learning for few-shot
remote sensing scene classification",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "7",
        PAGES = "1034-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134500"}

@article{bb138496,
        AUTHOR = "Liu, Y.K. and Luo, Z.H. and Shi, D.M.",
        TITLE = "A convex Kullback-Leibler optimization for semi-supervised few-shot
learning",
        JOURNAL = CVIU,
        VOLUME = "249",
        YEAR = "2024",
        PAGES = "104152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134501"}

@article{bb138497,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Exploiting unlabeled data in few-shot learning with manifold
similarity and label cleaning",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134502"}

@article{bb138498,
        AUTHOR = "Jing, K. and Ma, H. and Zhang, C. and Wen, L. and Zhang, Z.R.",
        TITLE = "Recursive Confidence Training for Pseudo-Labeling Calibration in
Semi-Supervised Few-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3194-3208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134503"}

@inproceedings{bb138499,
        AUTHOR = "Kucuksozen, C. and Yemez, Y.",
        TITLE = "Hierarchical Compact Clustering Attention (COCA) for Unsupervised
Object-Centric Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25388-25398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT134504"}