@inproceedings{bb142100,
AUTHOR = "Zhong, X. and Gu, C. and Huang, W.X. and Li, L. and Chen, S.Q. and Lin, C.W.",
TITLE = "Complementing Representation Deficiency in Few-shot Image
Classification: A Meta-Learning Approach",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2677-2684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138057"}
@article{bb142101,
AUTHOR = "Fu, W. and Zhou, L. and Chen, J.",
TITLE = "Query-Specific Embedding Co-Adaptation Improve Few-Shot Image
Classification",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "783-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138058"}
@article{bb142102,
AUTHOR = "Zhang, G.M. and Zhao, Y.L. and Wang, J.",
TITLE = "Few-shot node classification on attributed networks based on deep
metric learning for Cyber-Physical-Social Services",
JOURNAL = PRL,
VOLUME = "173",
YEAR = "2023",
PAGES = "87-92",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138059"}
@article{bb142103,
AUTHOR = "Meng, G.Y. and Zhou, R. and Liu, L. and Liang, P.X. and Liu, F. and Chen, D.Z. and Niemier, M. and Hu, X.B.S.",
TITLE = "Efficient Approximation of Earth Mover's Distance Based on Nearest
Neighbor Search",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "227-240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138060"}
@inproceedings{bb142104,
AUTHOR = "Xie, J.T. and Long, F. and Lv, J.M. 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/pattern605defe3.html#TT138061"}
@inproceedings{bb142105,
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/pattern605defe3.html#TT138062"}
@inproceedings{bb142106,
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/pattern605defe3.html#TT138063"}
@inproceedings{bb142107,
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/pattern605defe3.html#TT138064"}
@inproceedings{bb142108,
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/pattern605defe3.html#TT138065"}
@inproceedings{bb142109,
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/pattern605defe3.html#TT138066"}
@inproceedings{bb142110,
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/pattern605defe3.html#TT138067"}
@inproceedings{bb142111,
AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
TITLE = "Semantic Guided Latent Parts Embedding for Few-Shot Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5436-5446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138068"}
@inproceedings{bb142112,
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/pattern605defe3.html#TT138069"}
@inproceedings{bb142113,
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/pattern605defe3.html#TT138070"}
@inproceedings{bb142114,
AUTHOR = "Pahde, F. and Puscas, M. and Klein, T. and Nabi, M.",
TITLE = "Multimodal Prototypical Networks for Few-shot Learning",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2643-2652",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138071"}
@inproceedings{bb142115,
AUTHOR = "Luo, Q.X. and Wang, L.F. and Lv, J. and Xiang, S.M. and Pan, C.H.",
TITLE = "Few-Shot Learning via Feature Hallucination with Variational
Inference",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3962-3971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138072"}
@inproceedings{bb142116,
AUTHOR = "Hamidouche, M. and Lassance, C. and Hu, Y. and Drumetz, L. and Pasdeloup, B. and Gripon, V.",
TITLE = "Improving Classification Accuracy With Graph Filtering",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "334-338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138073"}
@inproceedings{bb142117,
AUTHOR = "Minami, S. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.",
TITLE = "Knowledge Transfer Graph for Deep Collaborative Learning",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "IV:203-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138074"}
@inproceedings{bb142118,
AUTHOR = "Kim, J. and Kim, M. and Kim, J.U. and Lee, H.J. and Lee, S. and Hong, J. and Ro, Y.M.",
TITLE = "Learning Style Correlation for Elaborate Few-Shot Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1791-1795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138075"}
@inproceedings{bb142119,
AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
TITLE = "Unsupervised Image Decomposition in Vector Layers",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1576-1580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138076"}
@inproceedings{bb142120,
AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
TITLE = "Impact of Base Dataset Design on Few-shot Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 597-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138077"}
@inproceedings{bb142121,
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/pattern605defe3.html#TT138078"}
@inproceedings{bb142122,
AUTHOR = "Lin, C. and Wang, Y.F. and Lei, C. and Chen, K.",
TITLE = "Semantics-Guided Data Hallucination for Few-Shot Visual
Classification",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3302-3306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138079"}
@inproceedings{bb142123,
AUTHOR = "Chu, W. and Wang, Y.F.",
TITLE = "Learning Semantics-Guided Visual Attention for Few-Shot Image
Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "2979-2983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT138080"}
@article{bb142124,
AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
TITLE = "One-Shot Learning of Object Categories",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "594-611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138081"}
@inproceedings{bb142125,
AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
TITLE = "A bayesian approach to unsupervised one-shot learning of object
categories",
BOOKTITLE = ICCV03,
YEAR = "2003",
PAGES = "1134-1141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138082"}
@inproceedings{bb142126,
AUTHOR = "Wang, G. and Zhang, Y. and Fei Fei, L.",
TITLE = "Using Dependent Regions for Object Categorization in a Generative
Framework",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "II: 1597-1604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138083"}
@article{bb142127,
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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138084"}
@article{bb142128,
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",
MONTH = "June",
PAGES = "543-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138085"}
@article{bb142129,
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#TT138086"}
@article{bb142130,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138087"}
@article{bb142131,
AUTHOR = "Zhang, L.L. and Liu, J. and Luo, M. and Chang, X.J. and Zheng, Q.H. and Hauptmann, A.G.",
TITLE = "Scheduled sampling for one-shot learning via matching network",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138088"}
@article{bb142132,
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
Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138089"}
@article{bb142133,
AUTHOR = "Feng, L.J. and Zhao, C.H. and Li, X.",
TITLE = "Bias-Eliminated Semantic Refinement for Any-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2229-2244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138090"}
@article{bb142134,
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,
VOLUME = "44",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "2673-2688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138091"}
@article{bb142135,
AUTHOR = "Deng, L.Z. 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",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "25249-25258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138092"}
@article{bb142136,
AUTHOR = "Duque Domingo, J. and Aparicio, R.M. and Rodrigo, L.M.G.",
TITLE = "One Shot Learning with class partitioning and cross validation voting
(CP-CVV)",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109797",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138093"}
@inproceedings{bb142137,
AUTHOR = "Stein, K. and Mahyari, A.A. and Francia, G. and El Sheikh, E.",
TITLE = "Transductive One-Shot Learning Meet Subspace Decomposition",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "576-581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138094"}
@inproceedings{bb142138,
AUTHOR = "Tang, C. and Meng, Y. and Jiang, J.C. and Xie, S.Z. and Lu, R.W. and Ma, X.Z. and Wang, Z. and Zhu, W.W.",
TITLE = "Retraining-free Model Quantization via One-Shot Weight-Coupling
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15855-15865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138095"}
@inproceedings{bb142139,
AUTHOR = "Wang, Z. and Lu, Y. and Qiu, Q.",
TITLE = "Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5294-5303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138096"}
@inproceedings{bb142140,
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#TT138097"}
@inproceedings{bb142141,
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#TT138098"}
@inproceedings{bb142142,
AUTHOR = "Xiao, C.X. and Madapana, N. and Wachs, J.",
TITLE = "One-Shot Image Recognition Using Prototypical Encoders with Reduced
Hubness",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2251-2260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138099"}
@inproceedings{bb142143,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138100"}
@inproceedings{bb142144,
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#TT138101"}
@inproceedings{bb142145,
AUTHOR = "Guo, Z.C. 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",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 544-560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138102"}
@inproceedings{bb142146,
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#TT138103"}
@inproceedings{bb142147,
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#TT138104"}
@inproceedings{bb142148,
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",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7806-7815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138105"}
@inproceedings{bb142149,
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",
PAGES = "1996-2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138106"}
@inproceedings{bb142150,
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#TT138107"}
@inproceedings{bb142151,
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#TT138108"}
@inproceedings{bb142152,
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#TT138109"}
@inproceedings{bb142153,
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#TT138110"}
@inproceedings{bb142154,
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",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6212-6220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138111"}
@inproceedings{bb142155,
AUTHOR = "Sagawa, R. and Shiba, Y. and Hirukawa, T. and Ono, S. and Kawasaki, H. and Furukawa, R.",
TITLE = "Automatic feature extraction using CNN for robust active one-shot
scanning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "234-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138112"}
@inproceedings{bb142156,
AUTHOR = "Yan, W. and Yap, J. and Mori, G.",
TITLE = "Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia
Event Detection",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138113"}
@inproceedings{bb142157,
AUTHOR = "Tang, K.D. and Tappen, M.F. and Sukthankar, R. and Lampert, C.H.",
TITLE = "Optimizing one-shot recognition with micro-set learning",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3027-3034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT138114"}
@article{bb142158,
AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
TITLE = "Transductive Multi-View Zero-Shot Learning",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "2332-2345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138115"}
@inproceedings{bb142159,
AUTHOR = "Kodirov, E. and Xiang, T. and Gong, S.G.",
TITLE = "Semantic Autoencoder for Zero-Shot Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4447-4456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138116"}
@inproceedings{bb142160,
AUTHOR = "Kodirov, E. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
TITLE = "Unsupervised Domain Adaptation for Zero-Shot Learning",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2452-2460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138117"}
@inproceedings{bb142161,
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",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138118"}
@inproceedings{bb142162,
AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
TITLE = "Multi-Task Zero-Shot Action Recognition with Prioritised Data
Augmentation",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 343-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138119"}
@inproceedings{bb142163,
AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
TITLE = "Transductive Multi-view Embedding for Zero-Shot Recognition and
Annotation",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "II: 584-599",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138120"}
@article{bb142164,
AUTHOR = "Hoo, W.L. and Chan, C.S.",
TITLE = "Zero-Shot Object Recognition System Based on Topic Model",
JOURNAL = HMS,
VOLUME = "45",
YEAR = "2015",
NUMBER = "4",
MONTH = "August",
PAGES = "518-525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138121"}
@inproceedings{bb142165,
AUTHOR = "Hoo, W.L. and Chan, C.S.",
TITLE = "pLSA-based zero-shot learning",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "4297-4301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138122"}
@article{bb142166,
AUTHOR = "Cheng, Y. and Qiao, X. and Wang, X.S.",
TITLE = "An Improved Indirect Attribute Weighted Prediction Model for Zero-Shot
Image Classification",
JOURNAL = IEICE,
VOLUME = "E99-D",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "435-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138123"}
@article{bb142167,
AUTHOR = "Wang, X. and Chen, C. and Cheng, Y.",
TITLE = "Zero-shot learning by exploiting class-related and attribute-related
prior knowledge",
JOURNAL = IET-CV,
VOLUME = "10",
YEAR = "2016",
NUMBER = "6",
PAGES = "483-492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138124"}
@article{bb142168,
AUTHOR = "Qin, J. and Wang, Y. and Liu, L. and Chen, J. and Shao, L.",
TITLE = "Beyond Semantic Attributes:
Discrete Latent Attributes Learning for Zero-Shot Recognition",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "1667-1671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138125"}
@inproceedings{bb142169,
AUTHOR = "Qin, J. and Liu, L. and Shao, L. and Shen, F. and Ni, B. and Chen, J. and Wang, Y.",
TITLE = "Zero-Shot Action Recognition with Error-Correcting Output Codes",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1042-1051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138126"}
@article{bb142170,
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",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "4157-4167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138127"}
@article{bb142171,
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#TT138128"}
@article{bb142172,
AUTHOR = "Wang, Q. and Chen, K.",
TITLE = "Zero-Shot Visual Recognition via Bidirectional Latent Embedding",
JOURNAL = IJCV,
VOLUME = "124",
YEAR = "2017",
NUMBER = "3",
MONTH = "September",
PAGES = "356-383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138129"}
@article{bb142173,
AUTHOR = "Elhoseiny, M. and Elgammal, A.M. and Saleh, B.",
TITLE = "Write a Classifier: Predicting Visual Classifiers from Unstructured
Text",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "2539-2553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138130"}
@inproceedings{bb142174,
AUTHOR = "Elhoseiny, M. and Saleh, B. and Elgammal, A.M.",
TITLE = "Write a Classifier:
Zero-Shot Learning Using Purely Textual Descriptions",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "2584-2591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138131"}
@article{bb142175,
AUTHOR = "Luo, C. and Li, Z. and Huang, K. and Feng, J. and Wang, M.",
TITLE = "Zero-Shot Learning via Attribute Regression and Class Prototype
Rectification",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "637-648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138132"}
@article{bb142176,
AUTHOR = "Sumbul, G. and Cinbis, R.G. and Aksoy, S.",
TITLE = "Fine-Grained Object Recognition and Zero-Shot Learning in Remote
Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "770-779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138133"}
@article{bb142177,
AUTHOR = "Sumbul, G. and Cinbis, R.G. and Aksoy, S.",
TITLE = "Multisource Region Attention Network for Fine-Grained Object
Recognition in Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "4929-4937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138134"}
@article{bb142178,
AUTHOR = "Long, T. and Xu, X. and Shen, F.M. and Liu, L. and Xie, N. and Yang, Y.",
TITLE = "Zero-shot learning via discriminative representation extraction",
JOURNAL = PRL,
VOLUME = "109",
YEAR = "2018",
PAGES = "27-34",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138135"}
@article{bb142179,
AUTHOR = "Qiao, L.F. and Tuo, H.Y. and Wang, J.X. and Wang, C. and Jing, Z.L.",
TITLE = "Joint attribute chain prediction for zero-shot learning",
JOURNAL = IET-CV,
VOLUME = "12",
YEAR = "2018",
NUMBER = "6",
MONTH = "September",
PAGES = "873-881",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138136"}
@inproceedings{bb142180,
AUTHOR = "Qiao, L.F. and Tuo, H.Y. and Fang, Z. and Feng, P. and Jing, Z.L.",
TITLE = "Joint probability estimation of attribute chain for zero-shot
learning",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1863-1867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138137"}
@article{bb142181,
AUTHOR = "Long, Y. and Liu, L. and Shen, F. and Shao, L. and Li, X.",
TITLE = "Zero-Shot Learning Using Synthesised Unseen Visual Data with
Diffusion Regularisation",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2498-2512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138138"}
@inproceedings{bb142182,
AUTHOR = "Long, Y. and Liu, L. and Shao, L. and Shen, F. and Ding, G. and Han, J.",
TITLE = "From Zero-Shot Learning to Conventional Supervised Classification:
Unseen Visual Data Synthesis",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6165-6174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138139"}
@article{bb142183,
AUTHOR = "Gui, R. and Xu, X. and Wang, L. and Yang, R. and Pu, F.L.",
TITLE = "A Generalized Zero-Shot Learning Framework for PolSAR Land Cover
Classification",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138140"}
@article{bb142184,
AUTHOR = "Shen, Y.Y. and Li, Q. and Xu, D. and Zhang, Z.Y. and Yang, R.",
TITLE = "Triple Loss Based Framework for Generalized Zero-Shot Learning",
JOURNAL = IEICE,
VOLUME = "E105-D",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "832-835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138141"}
@article{bb142185,
AUTHOR = "Meng, M. and Zhan, X.",
TITLE = "Zero-Shot Learning via Low-Rank-Representation Based Manifold
Regularization",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "9",
MONTH = "September",
PAGES = "1379-1383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138142"}
@article{bb142186,
AUTHOR = "Meng, M. and Yu, J.",
TITLE = "Zero-Shot Learning via Robust Latent Representation and Manifold
Regularization",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "1824-1836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138143"}
@article{bb142187,
AUTHOR = "Wang, W. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Prototype Discriminative Learning for Image Set Classification",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "1318-1322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138144"}
@inproceedings{bb142188,
AUTHOR = "Wang, W. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Prototype Discriminative Learning for Face Image Set Classification",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "III: 344-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138145"}
@inproceedings{bb142189,
AUTHOR = "Jiang, H.J. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Learning Class Prototypes via Structure Alignment for Zero-Shot
Recognition",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "X: 121-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138146"}
@article{bb142190,
AUTHOR = "Liu, H.M. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Learning Multifunctional Binary Codes for Personalized Image Retrieval",
JOURNAL = IJCV,
VOLUME = "128",
YEAR = "2020",
NUMBER = "8-9",
MONTH = "September",
PAGES = "2223-2242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138147"}
@inproceedings{bb142191,
AUTHOR = "Liu, H.M. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Learning Multifunctional Binary Codes for Both Category and Attribute
Oriented Retrieval Tasks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6259-6268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138148"}
@article{bb142192,
AUTHOR = "Qiao, S.S. and Wang, R.P. and Chen, X.L.",
TITLE = "Learning interpretable binary codes via semantic alignment for
customized image retrieval",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138149"}
@article{bb142193,
AUTHOR = "Han, H. and Jain, A.K. and Wang, F. and Shan, S.G. and Chen, X.L.",
TITLE = "Heterogeneous Face Attribute Estimation:
A Deep Multi-Task Learning Approach",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "2597-2609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138150"}
@inproceedings{bb142194,
AUTHOR = "Wang, F. and Han, H. and Shan, S.G. and Chen, X.L.",
TITLE = "Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face
Attributes",
BOOKTITLE = FG17,
YEAR = "2017",
PAGES = "173-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138151"}
@inproceedings{bb142195,
AUTHOR = "Mao, Y.R. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "COSONet: Compact Second-Order Network for Video Face Recognition",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "III:51-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138152"}
@inproceedings{bb142196,
AUTHOR = "Wang, W. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Discriminative Covariance Oriented Representation Learning for Face
Recognition with Image Sets",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5749-5758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138153"}
@inproceedings{bb142197,
AUTHOR = "Wang, R.P. and Guo, H.M. and Davis, L.S. and Dai, Q.H.",
TITLE = "Covariance discriminative learning:
A natural and efficient approach to image set classification",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2496-2503",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138154"}
@inproceedings{bb142198,
AUTHOR = "Zhang, Y.M. and Jiang, Z.L. and Davis, L.S.",
TITLE = "Discriminative Tensor Sparse Coding for Image Classification",
BOOKTITLE = BMVC13,
YEAR = "2013",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138155"}
@inproceedings{bb142199,
AUTHOR = "Zhang, Y.M. and Jiang, Z.L. and Davis, L.S.",
TITLE = "Learning Structured Low-Rank Representations for Image Classification",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "676-683",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138156"}
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