@article{bb141900,
        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#TT137858"}

@inproceedings{bb141901,
        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#TT137859"}

@article{bb141902,
        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#TT137860"}

@article{bb141903,
        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#TT137861"}

@article{bb141904,
        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#TT137862"}

@article{bb141905,
        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#TT137863"}

@article{bb141906,
        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#TT137864"}

@inproceedings{bb141907,
        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#TT137865"}

@article{bb141908,
        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#TT137866"}

@inproceedings{bb141909,
        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#TT137867"}

@article{bb141910,
        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#TT137868"}

@article{bb141911,
        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#TT137869"}

@article{bb141912,
        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#TT137870"}

@article{bb141913,
        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#TT137871"}

@article{bb141914,
        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#TT137872"}

@inproceedings{bb141915,
        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#TT137873"}

@inproceedings{bb141916,
        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#TT137874"}

@article{bb141917,
        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#TT137875"}

@inproceedings{bb141918,
        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#TT137876"}

@article{bb141919,
        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#TT137877"}

@article{bb141920,
        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#TT137878"}

@inproceedings{bb141921,
        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#TT137879"}

@inproceedings{bb141922,
        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#TT137880"}

@inproceedings{bb141923,
        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#TT137881"}

@inproceedings{bb141924,
        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#TT137882"}

@inproceedings{bb141925,
        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#TT137883"}

@inproceedings{bb141926,
        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#TT137884"}

@inproceedings{bb141927,
        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#TT137885"}

@inproceedings{bb141928,
        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#TT137886"}

@inproceedings{bb141929,
        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#TT137887"}

@article{bb141930,
        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#TT137888"}

@article{bb141931,
        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#TT137889"}

@article{bb141932,
        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#TT137890"}

@article{bb141933,
        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#TT137891"}

@article{bb141934,
        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#TT137892"}

@article{bb141935,
        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#TT137893"}

@article{bb141936,
        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#TT137894"}

@article{bb141937,
        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#TT137895"}

@article{bb141938,
        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#TT137896"}

@inproceedings{bb141939,
        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#TT137897"}

@article{bb141940,
        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#TT137898"}

@article{bb141941,
        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#TT137899"}

@article{bb141942,
        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#TT137900"}

@article{bb141943,
        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#TT137901"}

@article{bb141944,
        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#TT137902"}

@article{bb141945,
        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#TT137903"}

@inproceedings{bb141946,
        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#TT137904"}

@inproceedings{bb141947,
        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#TT137905"}

@inproceedings{bb141948,
        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#TT137906"}

@article{bb141949,
        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#TT137907"}

@article{bb141950,
        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#TT137908"}

@article{bb141951,
        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#TT137909"}

@article{bb141952,
        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#TT137910"}

@article{bb141953,
        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#TT137911"}

@article{bb141954,
        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#TT137912"}

@article{bb141955,
        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#TT137913"}

@inproceedings{bb141956,
        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#TT137914"}

@article{bb141957,
        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#TT137915"}

@article{bb141958,
        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#TT137916"}

@article{bb141959,
        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#TT137917"}

@article{bb141960,
        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#TT137918"}

@article{bb141961,
        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#TT137919"}

@article{bb141962,
        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#TT137920"}

@article{bb141963,
        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#TT137921"}

@article{bb141964,
        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#TT137922"}

@article{bb141965,
        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#TT137923"}

@article{bb141966,
        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#TT137924"}

@article{bb141967,
        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#TT137925"}

@article{bb141968,
        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#TT137926"}

@article{bb141969,
        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#TT137927"}

@article{bb141970,
        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#TT137928"}

@article{bb141971,
        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#TT137929"}

@inproceedings{bb141972,
        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#TT137930"}

@article{bb141973,
        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#TT137931"}

@article{bb141974,
        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#TT137932"}

@article{bb141975,
        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#TT137933"}

@article{bb141976,
        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#TT137934"}

@article{bb141977,
        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#TT137935"}

@article{bb141978,
        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#TT137936"}

@article{bb141979,
        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#TT137937"}

@article{bb141980,
        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#TT137938"}

@article{bb141981,
        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#TT137939"}

@article{bb141982,
        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#TT137940"}

@article{bb141983,
        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#TT137941"}

@article{bb141984,
        AUTHOR = "Tian, L. and Chen, B. and Ren, J. and Zhang, H. and Wu, Z.H. and Han, N. and Chen, Y.W. and Liu, H.W.",
        TITLE = "Multi-scale visual attention for attribute disambiguation in
zero-shot learning",
        JOURNAL = SP:IC,
        VOLUME = "103",
        YEAR = "2022",
        PAGES = "116614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137942"}

@article{bb141985,
        AUTHOR = "Ma, P.R. and Lu, H. and Yang, B. and Ran, W.",
        TITLE = "GAN-MVAE: A discriminative latent feature generation framework for
generalized zero-shot learning",
        JOURNAL = PRL,
        VOLUME = "155",
        YEAR = "2022",
        PAGES = "77-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137943"}

@article{bb141986,
        AUTHOR = "Zhang, J. and Li, Q.Y. and Geng, Y.L. and Wang, W. and Sun, W.J. and Shi, C. and Ding, Z.M.",
        TITLE = "A zero-shot learning framework via cluster-prototype matching",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137944"}

@article{bb141987,
        AUTHOR = "Kim, H. and Lee, J. and Byun, H.R.",
        TITLE = "Discriminative deep attributes for generalized zero-shot learning",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137945"}

@article{bb141988,
        AUTHOR = "Ye, Y.L. and He, Y.K. and Pan, T.J. and Li, J.J. and Shen, H.T.",
        TITLE = "Alleviating Domain Shift via Discriminative Learning for Generalized
Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "1325-1337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137946"}

@article{bb141989,
        AUTHOR = "Ye, Y.L. and Pan, T.J. and Luo, T.H.J. and Li, J.J. and Shen, H.T.",
        TITLE = "Learning MLatent Representations for Generalized Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "2252-2265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137947"}

@article{bb141990,
        AUTHOR = "Yao, H.T. and Min, S.B. and Zhang, Y.D. and Xu, C.S.",
        TITLE = "Attribute-Induced Bias Eliminating for Transductive Zero-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        NUMBER = "2022",
        PAGES = "1933-1942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137948"}

@article{bb141991,
        AUTHOR = "Wu, J.M. and Zhang, T.Z. and Zhang, Y.D.",
        TITLE = "HybridPrompt: Domain-Aware Prompting for Cross-Domain Few-Shot Learning",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5681-5697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137949"}

@inproceedings{bb141992,
        AUTHOR = "Li, Z.Y. and Wang, Y. and Li, W. and Zhang, T.Z. and Liu, X.",
        TITLE = "Dual-Agent Optimization Framework for Cross-Domain Few-Shot
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9849-9859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137950"}

@inproceedings{bb141993,
        AUTHOR = "Min, S.B. and Yao, H.T. and Xie, H.T. and Wang, C.Q. and Zha, Z.J. and Zhang, Y.D.",
        TITLE = "Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot
Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12661-12670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137951"}

@article{bb141994,
        AUTHOR = "Wu, J.M. and Zhang, T.Z. and Zha, Z.J. and Luo, J.B. and Zhang, Y.D. and Wu, F.",
        TITLE = "Prototype-Augmented Self-Supervised Generative Network for
Generalized Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1938-1951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137952"}

@inproceedings{bb141995,
        AUTHOR = "Wu, J.M. and Zhang, T.Z. and Zha, Z.J. and Luo, J.B. and Zhang, Y.D. and Wu, F.",
        TITLE = "Self-Supervised Domain-Aware Generative Network for Generalized
Zero-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12764-12773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137953"}

@article{bb141996,
        AUTHOR = "Zhang, C.J. and Liang, C. and Zhao, Y.",
        TITLE = "Exemplar-Based, Semantic Guided Zero-Shot Visual Recognition",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3056-3065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137954"}

@article{bb141997,
        AUTHOR = "Hu, Y. and Wen, G.H. and Chapman, A. and Yang, P. and Luo, M. and Xu, Y.X. and Dai, D. and Hall, W.",
        TITLE = "Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image
Recognition",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "2473-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137955"}

@article{bb141998,
        AUTHOR = "Ye, Z.H. and Hu, F.Y. and Lyu, F. and Li, L.Y. and Huang, K.",
        TITLE = "Disentangling Semantic-to-Visual Confusion for Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "2828-2840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137956"}

@article{bb141999,
        AUTHOR = "Ji, Z. and Yu, X.J. and Yu, Y.L. and Pang, Y.W. and Zhang, Z.F.",
        TITLE = "Semantic-Guided Class-Imbalance Learning Model for Zero-Shot Image
Classification",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6543-6554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137957"}