@inproceedings{bb141400,
        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#TT137358"}

@article{bb141401,
        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#TT137359"}

@inproceedings{bb141402,
        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#TT137360"}

@inproceedings{bb141403,
        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#TT137361"}

@inproceedings{bb141404,
        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#TT137362"}

@inproceedings{bb141405,
        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#TT137363"}

@inproceedings{bb141406,
        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#TT137364"}

@article{bb141407,
        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#TT137365"}

@inproceedings{bb141408,
        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#TT137366"}

@article{bb141409,
        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#TT137367"}

@article{bb141410,
        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#TT137368"}

@article{bb141411,
        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#TT137369"}

@inproceedings{bb141412,
        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#TT137370"}

@article{bb141413,
        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#TT137371"}

@article{bb141414,
        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#TT137372"}

@article{bb141415,
        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#TT137373"}

@article{bb141416,
        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#TT137374"}

@inproceedings{bb141417,
        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#TT137375"}

@article{bb141418,
        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#TT137376"}

@article{bb141419,
        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#TT137377"}

@article{bb141420,
        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#TT137378"}

@article{bb141421,
        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#TT137379"}

@article{bb141422,
        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#TT137380"}

@inproceedings{bb141423,
        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#TT137381"}

@article{bb141424,
        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#TT137382"}

@inproceedings{bb141425,
        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#TT137383"}

@article{bb141426,
        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#TT137384"}

@article{bb141427,
        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#TT137385"}

@article{bb141428,
        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#TT137386"}

@article{bb141429,
        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#TT137387"}

@article{bb141430,
        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#TT137388"}

@inproceedings{bb141431,
        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#TT137389"}

@inproceedings{bb141432,
        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#TT137390"}

@article{bb141433,
        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#TT137391"}

@inproceedings{bb141434,
        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#TT137392"}

@article{bb141435,
        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#TT137393"}

@article{bb141436,
        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#TT137394"}

@inproceedings{bb141437,
        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#TT137395"}

@inproceedings{bb141438,
        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#TT137396"}

@inproceedings{bb141439,
        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#TT137397"}

@inproceedings{bb141440,
        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#TT137398"}

@inproceedings{bb141441,
        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#TT137399"}

@inproceedings{bb141442,
        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#TT137400"}

@inproceedings{bb141443,
        AUTHOR = "Zhang, G.X. and Jiang, Z.L. and Davis, L.S.",
        TITLE = "Online Semi-Supervised Discriminative Dictionary Learning for Sparse
Representation",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:259-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137401"}

@inproceedings{bb141444,
        AUTHOR = "Zheng, J.J. and Jiang, Z.L.",
        TITLE = "Tag Taxonomy Aware Dictionary Learning for Region Tagging",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "369-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137402"}

@inproceedings{bb141445,
        AUTHOR = "Jiang, H.J. and Wang, R.P. and Shan, S.G. and Yang, Y. and Chen, X.L.",
        TITLE = "Learning Discriminative Latent Attributes for Zero-Shot
Classification",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4233-4242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137403"}

@article{bb141446,
        AUTHOR = "Zhang, H.F. and Long, Y. and Guan, Y. and Shao, L.",
        TITLE = "Triple Verification Network for Generalized Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "506-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137404"}

@article{bb141447,
        AUTHOR = "Zhang, H.F. and Liu, L. and Long, Y. and Zhang, Z. and Shao, L.",
        TITLE = "Deep transductive network for generalized zero shot learning",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137405"}

@article{bb141448,
        AUTHOR = "Niu, L. and Cai, J. and Veeraraghavan, A. and Zhang, L.",
        TITLE = "Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and
Label Refinement",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "965-979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137406"}

@article{bb141449,
        AUTHOR = "Li, X. and Fang, M. and Feng, D.Z. and Li, H. and Wu, J.Q.",
        TITLE = "Zero shot learning by partial transfer from source domain with L2,1
norm constraint",
        JOURNAL = JVCIR,
        VOLUME = "58",
        YEAR = "2019",
        PAGES = "701-711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137407"}

@article{bb141450,
        AUTHOR = "Shao, H. and Guo, Y.C. and Ding, G.G. and Han, J.G.",
        TITLE = "Zero-shot multi-label learning via label factorisation",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "117-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137408"}

@article{bb141451,
        AUTHOR = "Liang, Y.W. and Chen, H. and Lin, Z. and Liu, P.Z. and Wang, J.X. and Wang, G.X. and Li, L. and Zhao, S.C. and Han, J.G. and Ding, G.",
        TITLE = "DAR-Prompt: Dynamic Regulation in Prompt Tuning for Multi-Label
Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "7697-7711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137409"}

@article{bb141452,
        AUTHOR = "Li, X. and Fang, M. and Feng, D.Z. and Li, H.K. and Wu, J.Q.",
        TITLE = "Prototype adjustment for zero shot classification",
        JOURNAL = SP:IC,
        VOLUME = "74",
        YEAR = "2019",
        PAGES = "242-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137410"}

@article{bb141453,
        AUTHOR = "Yu, Y. and Ji, Z. and Guo, J. and Zhang, Z.",
        TITLE = "Zero-Shot Learning via Latent Space Encoding",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3755-3766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137411"}

@article{bb141454,
        AUTHOR = "Xian, Y.Q. and Lampert, C.H. and Schiele, B. and Akata, Z.",
        TITLE = "Zero-Shot Learning: A Comprehensive Evaluation of the Good, the Bad
and the Ugly",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "2251-2265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137412"}

@inproceedings{bb141455,
        AUTHOR = "Xian, Y.Q. and Schiele, B. and Akata, Z.",
        TITLE = "Zero-Shot Learning: The Good, the Bad and the Ugly",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3077-3086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137413"}

@article{bb141456,
        AUTHOR = "Jiang, H. and Wang, R. and Shan, S. and Chen, X.",
        TITLE = "Adaptive Metric Learning For Zero-Shot Recognition",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1270-1274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137414"}

@article{bb141457,
        AUTHOR = "Dutta, T. and Biswas, S.",
        TITLE = "Generalized Zero-Shot Cross-Modal Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5953-5962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137415"}

@article{bb141458,
        AUTHOR = "Ding, M.Y. and Wang, Z. and Lu, Z.W.",
        TITLE = "Cross-Domain Mapping Learning for Transductive Zero-Shot Learning",
        JOURNAL = CVIU,
        VOLUME = "187",
        YEAR = "2019",
        PAGES = "102784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137416"}

@article{bb141459,
        AUTHOR = "Jia, Z. and Zhang, Z. and Wang, L. and Shan, C. and Tan, T.",
        TITLE = "Deep Unbiased Embedding Transfer for Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "1958-1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137417"}

@article{bb141460,
        AUTHOR = "del Chiaro, R. and Bagdanov, A.D. and del Bimbo, A.",
        TITLE = "Webly-supervised zero-shot learning for artwork instance recognition",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "420-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137418"}

@article{bb141461,
        AUTHOR = "Changpinyo, S. and Chao, W.L. and Gong, B.Q. and Sha, F.",
        TITLE = "Classifier and Exemplar Synthesis for Zero-Shot Learning",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "166-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137419"}

@inproceedings{bb141462,
        AUTHOR = "Changpinyo, S. and Chao, W.L. and Sha, F.",
        TITLE = "Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3496-3505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137420"}

@inproceedings{bb141463,
        AUTHOR = "Chao, W.L. and Changpinyo, S. and Gong, B.Q. and Sha, F.",
        TITLE = "An Empirical Study and Analysis of Generalized Zero-Shot Learning for
Object Recognition in the Wild",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 52-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137421"}

@inproceedings{bb141464,
        AUTHOR = "Changpinyo, S. and Chao, W.L. and Gong, B.Q. and Sha, F.",
        TITLE = "Synthesized Classifiers for Zero-Shot Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5327-5336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137422"}

@article{bb141465,
        AUTHOR = "Huang, S. and Lin, J. and Huangfu, L.",
        TITLE = "Class-Prototype Discriminative Network for Generalized Zero-Shot
Learning",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "301-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137423"}

@article{bb141466,
        AUTHOR = "Liu, Y. and Tuytelaars, T.",
        TITLE = "A Deep Multi-Modal Explanation Model for Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "4788-4803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137424"}

@article{bb141467,
        AUTHOR = "Zhu, P. and Wang, H. and Saligrama, V.",
        TITLE = "Zero Shot Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "998-1010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137425"}

@article{bb141468,
        AUTHOR = "Liu, Z.Z. and Zhang, X.X. and Zhu, Z.F. and Zheng, S. and Zhao, Y. and Cheng, J.",
        TITLE = "Convolutional prototype learning for zero-shot recognition",
        JOURNAL = IVC,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "103924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137426"}

@article{bb141469,
        AUTHOR = "Zhang, X.X. and Gui, S.P. and Zhu, Z.F. and Zhao, Y. and Liu, J.",
        TITLE = "Hierarchical Prototype Learning for Zero-Shot Recognition",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1692-1703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137427"}

@article{bb141470,
        AUTHOR = "Pradhan, B. and Al Najjar, H.A.H. and Sameen, M.I. and Tsang, I. and Alamri, A.M.",
        TITLE = "Unseen Land Cover Classification from High-Resolution Orthophotos
Using Integration of Zero-Shot Learning and Convolutional Neural
Networks",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137428"}

@article{bb141471,
        AUTHOR = "Zhang, H.F. and Liu, J.R. and Yao, Y.Z. and Long, Y.",
        TITLE = "Pseudo distribution on unseen classes for generalized zero shot
learning",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "451-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137429"}

@inproceedings{bb141472,
        AUTHOR = "Long, Y. and Shao, L.",
        TITLE = "Describing Unseen Classes by Exemplars:
Zero-Shot Learning Using Grouped Simile Ensemble",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "907-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137430"}

@article{bb141473,
        AUTHOR = "Zhang, L. and Wang, P. and Liu, L.Q. and Shen, C.H. and Wei, W. and Zhang, Y.N. and van den Hengel, A.",
        TITLE = "Towards Effective Deep Embedding for Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2843-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137431"}

@article{bb141474,
        AUTHOR = "Liu, J. and Song, K.C. and He, Y. and Dong, H.W. and Yan, Y.H. and Meng, Q.G.",
        TITLE = "Learning object-centric complementary features for zero-shot learning",
        JOURNAL = SP:IC,
        VOLUME = "89",
        YEAR = "2020",
        PAGES = "115974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137432"}

@article{bb141475,
        AUTHOR = "Gao, J.Y. and Xu, C.S.",
        TITLE = "CI-GNN: Building a Category-Instance Graph for Zero-Shot Video
Classification",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3088-3100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137433"}

@article{bb141476,
        AUTHOR = "Kan, S. and Cen, Y. and Cen, Y. and Vladimir, M. and Li, Y. and He, Z.",
        TITLE = "Zero-Shot Learning to Index on Semantic Trees for Scalable Image
Retrieval",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "501-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137434"}

@article{bb141477,
        AUTHOR = "Li, X. and Fang, M. and Liu, J.C.",
        TITLE = "Low-rank embedded orthogonal subspace learning for zero-shot
classification",
        JOURNAL = JVCIR,
        VOLUME = "74",
        YEAR = "2021",
        PAGES = "102981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137435"}

@article{bb141478,
        AUTHOR = "Xie, Y.R. and Song, T.C. and Li, W.",
        TITLE = "Semantic-aware visual attributes learning for zero-shot recognition",
        JOURNAL = JVCIR,
        VOLUME = "74",
        YEAR = "2021",
        PAGES = "103010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137436"}

@article{bb141479,
        AUTHOR = "Xie, Y.R. and Song, T.C. and Yuan, J.Y.",
        TITLE = "Learning discriminative visual semantic embedding for zero-shot
recognition",
        JOURNAL = SP:IC,
        VOLUME = "115",
        YEAR = "2023",
        PAGES = "116955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137437"}

@article{bb141480,
        AUTHOR = "Zhang, H.F. and Bai, H.Y. and Long, Y. and Liu, L. and Shao, L.",
        TITLE = "A plug-in attribute correction module for generalized zero-shot
learning",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137438"}

@article{bb141481,
        AUTHOR = "Xu, B. and Zeng, Z. and Lian, C. and Ding, Z.",
        TITLE = "Semi-Supervised Low-Rank Semantics Grouping for Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "2207-2219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137439"}

@article{bb141482,
        AUTHOR = "Guo, J. and Guo, S.",
        TITLE = "A Novel Perspective to Zero-Shot Learning: Towards an Alignment of
Manifold Structures via Semantic Feature Expansion",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "524-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137440"}

@article{bb141483,
        AUTHOR = "Xie, G.S. and Zhang, X.Y. and Yao, Y. and Zhang, Z. and Zhao, F. and Shao, L.",
        TITLE = "VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot
Learning",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "4316-4329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137441"}

@article{bb141484,
        AUTHOR = "Xie, C. and Zeng, T. and Xiang, H.X. and Li, K.Q. and Yang, Y. and Liu, Q.",
        TITLE = "Class knowledge overlay to visual feature learning for zero-shot
image classification",
        JOURNAL = CVIU,
        VOLUME = "207",
        YEAR = "2021",
        PAGES = "103206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137442"}

@article{bb141485,
        AUTHOR = "Wan, Z.Y. and Chen, D.D. and Liao, J.",
        TITLE = "Visual Structure Constraint for Transductive Zero-Shot Learning in the
Wild",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1893-1909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137443"}

@article{bb141486,
        AUTHOR = "Yang, S.Q. and Wang, K. and Herranz, L. and van de Weijer, J.",
        TITLE = "On Implicit Attribute Localization for Generalized Zero-Shot Learning",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "872-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137444"}

@article{bb141487,
        AUTHOR = "Liu, B. and Hu, L.H. and Dong, Q. and Hu, Z.Y.",
        TITLE = "An Iterative Co-Training Transductive Framework for Zero Shot
Learning",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6943-6956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137445"}

@inproceedings{bb141488,
        AUTHOR = "Bo, L. and Dong, Q. and Hu, Z.Y.",
        TITLE = "Hardness Sampling for Self-Training Based Transductive Zero-Shot
Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16494-16503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137446"}

@article{bb141489,
        AUTHOR = "Li, Y.S. and Kong, D.Y. and Zhang, Y.J. and Tan, Y.H. and Chen, L.",
        TITLE = "Robust deep alignment network with remote sensing knowledge graph for
zero-shot and generalized zero-shot remote sensing image scene
classification",
        JOURNAL = PandRS,
        VOLUME = "179",
        YEAR = "2021",
        PAGES = "145-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137447"}

@article{bb141490,
        AUTHOR = "Li, Y.S. and Zhu, Z.H. and Yu, J.G. and Zhang, Y.J.",
        TITLE = "Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote
Sensing Image Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10590-10603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137448"}

@article{bb141491,
        AUTHOR = "Gao, J.Y. and Zhang, T.Z. and Xu, C.S.",
        TITLE = "Learning to Model Relationships for Zero-Shot Video Classification",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3476-3491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137449"}

@article{bb141492,
        AUTHOR = "Karlos, S. and Mylonas, N. and Tsoumakas, G.",
        TITLE = "Instance-Based Zero-Shot learning for semi-Automatic MeSH indexing",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
        PAGES = "62-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137450"}

@article{bb141493,
        AUTHOR = "Min, S.B. and Yao, H.T. and Xie, H.T. and Zha, Z.J. and Zhang, Y.D.",
        TITLE = "Domain-Oriented Semantic Embedding for Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3919-3930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137451"}

@article{bb141494,
        AUTHOR = "Shermin, T. and Teng, S.W. and Sohel, F. and Murshed, M. and Lu, G.J.",
        TITLE = "Integrated generalized zero-shot learning for fine-grained
classification",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137452"}

@article{bb141495,
        AUTHOR = "Shermin, T. and Teng, S.W. and Sohel, F. and Murshed, M. and Lu, G.J.",
        TITLE = "Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "721-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137453"}

@article{bb141496,
        AUTHOR = "Chen, X.Y. and Li, J. and Lan, X.G. and Zheng, N.N.",
        TITLE = "Generalized Zero-Shot Learning Via Multi-Modal Aggregated Posterior
Aligning Neural Network",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "177-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137454"}

@article{bb141497,
        AUTHOR = "Shen, J.Y. and Xiao, Z. and Zhen, X.T. and Zhang, L.",
        TITLE = "Spherical Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "634-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137455"}

@article{bb141498,
        AUTHOR = "HIromoto, M. and Akima, H. and Ishihara, T. and Yamamoto, T.",
        TITLE = "SimpleZSL: Extremely Simple and Fast Zero-Shot Learning with Nearest
Neighbor Classifiers",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "396-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137456"}

@article{bb141499,
        AUTHOR = "Yucel, M.K. and Cinbis, R.G. and Duygulu, P.",
        TITLE = "How robust are discriminatively trained zero-shot learning models?",
        JOURNAL = IVC,
        VOLUME = "119",
        YEAR = "2022",
        PAGES = "104392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137457"}

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