@article{bb141500,
        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#TT137458"}

@article{bb141501,
        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#TT137459"}

@article{bb141502,
        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#TT137460"}

@article{bb141503,
        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#TT137461"}

@article{bb141504,
        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#TT137462"}

@article{bb141505,
        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#TT137463"}

@article{bb141506,
        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#TT137464"}

@article{bb141507,
        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#TT137465"}

@inproceedings{bb141508,
        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#TT137466"}

@inproceedings{bb141509,
        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#TT137467"}

@article{bb141510,
        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#TT137468"}

@inproceedings{bb141511,
        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#TT137469"}

@article{bb141512,
        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#TT137470"}

@article{bb141513,
        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#TT137471"}

@article{bb141514,
        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#TT137472"}

@article{bb141515,
        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#TT137473"}

@article{bb141516,
        AUTHOR = "Mahapatra, D. and Ge, Z.Y. and Reyes, M.",
        TITLE = "Self-Supervised Generalized Zero Shot Learning for Medical Image
Classification Using Novel Interpretable Saliency Maps",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2443-2456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137474"}

@inproceedings{bb141517,
        AUTHOR = "Mahapatra, D. and Bozorgtabar, B. and Ge, Z.Y.",
        TITLE = "Medical Image Classification Using Generalized Zero Shot Learning",
        BOOKTITLE = CVAMD21,
        YEAR = "2021",
        PAGES = "3337-3346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137475"}

@article{bb141518,
        AUTHOR = "Han, Z.Y. and Fu, Z.Y. and Chen, S. and Yang, J.",
        TITLE = "Semantic Contrastive Embedding for Generalized Zero-Shot Learning",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2606-2622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137476"}

@inproceedings{bb141519,
        AUTHOR = "Han, Z.Y. and Fu, Z.Y. and Chen, S. and Yang, J.",
        TITLE = "Contrastive Embedding for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2371-2381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137477"}

@inproceedings{bb141520,
        AUTHOR = "Jiang, H.J. and Li, Z.X. and Yu, X.H. and Hu, Y.L. and Yin, B.C. and Yang, J. and Qi, Y.K.",
        TITLE = "Visual and Semantic Prompt Collaboration for Generalized Zero-Shot
Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20275-20285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137478"}

@article{bb141521,
        AUTHOR = "Hu, Y.L. and Feng, L.C. and Jiang, H.J. and Liu, M.T. and Yin, B.C.",
        TITLE = "Domain-Aware Prototype Network for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3180-3191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137479"}

@article{bb141522,
        AUTHOR = "Jiang, H.J. and Li, Z.X. and Hu, Y.L. and Yin, B.C. and Yang, J. and van den Hengel, A.J. and Yang, M.H. and Qi, Y.K.",
        TITLE = "Dual Prototype Contrastive Network for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1111-1122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137480"}

@inproceedings{bb141523,
        AUTHOR = "Jiang, H.J. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
        TITLE = "Transferable Contrastive Network for Generalized Zero-Shot Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9764-9773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137481"}

@article{bb141524,
        AUTHOR = "Wei, J. and Sun, H.T. and Yang, Y. and Xu, X. and Li, J.J. and Shen, H.T.",
        TITLE = "Semantic guided knowledge graph for large-scale zero-shot learning",
        JOURNAL = JVCIR,
        VOLUME = "88",
        YEAR = "2022",
        PAGES = "103629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137482"}

@article{bb141525,
        AUTHOR = "Yan, C.X. and Chang, X.J. and Li, Z.H. and Guan, W. and Ge, Z.Y. and Zhu, L. and Zheng, Q.H.",
        TITLE = "ZeroNAS: Differentiable Generative Adversarial Networks Search for
Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9733-9740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137483"}

@article{bb141526,
        AUTHOR = "Niu, C. and Shang, J.Y. and Huang, J.C. and Yang, J.M. and Song, Y.T. and Zhou, Z.H. and Zhou, G.X.",
        TITLE = "Unbiased feature generating for generalized zero-shot learning",
        JOURNAL = JVCIR,
        VOLUME = "89",
        YEAR = "2022",
        PAGES = "103657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137484"}

@article{bb141527,
        AUTHOR = "Deng, S.Y. and Xiang, G. and Gao, Q.X. and Xia, W. and Gao, X.B.",
        TITLE = "Zero-Shot Learning Based on Quality-Verifying Adversarial Network",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "4526-4537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137485"}

@article{bb141528,
        AUTHOR = "Zhao, X.J. and Shen, Y.M. and Wang, S.D. and Zhang, H.F.",
        TITLE = "Generating diverse augmented attributes for generalized zero shot
learning",
        JOURNAL = PRL,
        VOLUME = "166",
        YEAR = "2023",
        PAGES = "126-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137486"}

@article{bb141529,
        AUTHOR = "Pourpanah, F. and Abdar, M. and Luo, Y.X. and Zhou, X.L. and Wang, R. and Lim, C.P. and Wang, X.Z. and Wu, Q.M.J.",
        TITLE = "A Review of Generalized Zero-Shot Learning Methods",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4051-4070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137487"}

@article{bb141530,
        AUTHOR = "Wang, Z.Y. and Gou, Y.H. and Li, J.J. and Zhu, L. and Shen, H.T.",
        TITLE = "Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1019-1030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137488"}

@article{bb141531,
        AUTHOR = "Yang, H.R. and Sun, B. and Li, B. and Yang, C.F. and Wang, Z.H. and Chen, J. and Wang, L. and Li, H.J.",
        TITLE = "Iterative Class Prototype Calibration for Transductive Zero-Shot
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1236-1246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137489"}

@article{bb141532,
        AUTHOR = "Xie, G.S. and Zhang, Z. and Xiong, H. and Shao, L. and Li, X.L.",
        TITLE = "Towards Zero-Shot Learning: A Brief Review and an Attention-Based
Embedding Network",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1181-1197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137490"}

@article{bb141533,
        AUTHOR = "Yang, F.E. and Lee, Y.H. and Lin, C.C. and Wang, Y.C.A.F.",
        TITLE = "Semantics-Guided Intra-Category Knowledge Transfer for Generalized
Zero-Shot Learning",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1331-1345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137491"}

@article{bb141534,
        AUTHOR = "Hu, X.M. and Wang, Z. and Li, J.J.",
        TITLE = "Learning complementary semantic information for zero-shot recognition",
        JOURNAL = SP:IC,
        VOLUME = "115",
        YEAR = "2023",
        PAGES = "116965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137492"}

@article{bb141535,
        AUTHOR = "Chen, J. and Geng, Y.X. and Chen, Z. and Pan, J.Z. and He, Y. and Zhang, W. and Horrocks, I. and Chen, H.J.",
        TITLE = "Zero-Shot and Few-Shot Learning With Knowledge Graphs:
A Comprehensive Survey",
        JOURNAL = PIEEE,
        VOLUME = "111",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "653-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137493"}

@inproceedings{bb141536,
        AUTHOR = "Zhao, X.J. and Wang, S.D. and Zhang, H.F.",
        TITLE = "Learning Internal Semantics with Expanded Categories for Generative
Zero-shot Learning",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:20-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137494"}

@article{bb141537,
        AUTHOR = "Su, H.Z. and Li, J.J. and Lu, K. and Zhu, L. and Shen, H.T.",
        TITLE = "Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3774-3785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137495"}

@article{bb141538,
        AUTHOR = "Cheng, D. and Wang, G. and Wang, N.N. and Zhang, D.W. and Zhang, Q. and Gao, X.B.",
        TITLE = "Discriminative and Robust Attribute Alignment for Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4244-4256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137496"}

@article{bb141539,
        AUTHOR = "Zhang, Y. and Huang, S. and Yang, W.L. and Tang, W.H. and Zhang, X.H. and Yang, D.",
        TITLE = "Anchor-based discriminative dual distribution calibration for
transductive zero-shot learning",
        JOURNAL = IVC,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "104772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137497"}

@article{bb141540,
        AUTHOR = "Yin, G. and Huang, S. and Huangfu, L. and Zhang, Y. and Zhang, X.H.",
        TITLE = "Rethinking the sample relations for few-shot classification",
        JOURNAL = IVC,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "105550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137498"}

@article{bb141541,
        AUTHOR = "Zhou, L. and Liu, Y. and Bai, X. and Li, N. and Yu, X.H. and Zhou, J. and Hancock, E.R.",
        TITLE = "Attribute subspaces for zero-shot learning",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137499"}

@article{bb141542,
        AUTHOR = "Chen, Z. and Gao, Y.T. and Lang, C.Y. and Wei, L. and Li, Y.D. and Liu, H.Z. and Liu, F.",
        TITLE = "Integrating topology beyond descriptions for zero-shot learning",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137500"}

@article{bb141543,
        AUTHOR = "Yue, Q. and Cui, J. and Bai, L. and Liang, J.Q. and Liang, J.",
        TITLE = "A zero-shot learning boosting framework via concept-constrained
clustering",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137501"}

@article{bb141544,
        AUTHOR = "Zhang, Y.L. and Tian, Y. and Zhang, S. and Huang, Y.P.",
        TITLE = "Dual-Uncertainty Guided Cycle-Consistent Network for Zero-Shot
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6872-6886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137502"}

@article{bb141545,
        AUTHOR = "Chen, Z. and Luo, Y. and Wang, S. and Li, J.J. and Huang, Z.",
        TITLE = "GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "5374-5385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137503"}

@article{bb141546,
        AUTHOR = "Zhang, Y.P. and Guan, J.Y. and Wang, H. and Li, K. and Luo, Y. and Zhang, Q.",
        TITLE = "Generalized Zero-Shot Space Target Recognition Based on Global-Local
Visual Feature Embedding Network",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137504"}

@article{bb141547,
        AUTHOR = "Li, Y. and Liu, Z. and Chang, X.J. and McAuley, J. and Yao, L.",
        TITLE = "Diversity-Boosted Generalization-Specialization Balancing for
Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "8372-8382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137505"}

@article{bb141548,
        AUTHOR = "Chen, X. and Deng, X.L. and Lan, Y. and Long, Y.B. and Weng, J. and Liu, Z.Q. and Tian, Q.",
        TITLE = "Explanatory Object Part Aggregation for Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "851-868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137506"}

@article{bb141549,
        AUTHOR = "Gao, Y. and Feng, W.T. and Xiao, R. and He, L. and He, Z.A. and Lv, J.C. and Tang, C.W.",
        TITLE = "Improving generalized zero-shot learning via cluster-based semantic
disentangling representation",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137507"}

@article{bb141550,
        AUTHOR = "Liu, Y. and Wang, J.H. and Zhong, S.H. and Ma, L.Y. and Xu, Y.",
        TITLE = "Fine-Grained Representation Alignment for Zero-Shot Domain Adaptation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "6285-6296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137508"}

@article{bb141551,
        AUTHOR = "Yang, Z. and Yang, Z.G. and Li, X.P. and Yu, Y. and Li, Q. and Liu, W.",
        TITLE = "A Progressive Placeholder Learning Network for Multimodal Zero-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7933-7945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137509"}

@article{bb141552,
        AUTHOR = "Abdullah, M.T. and Rahman, S. and Rahman, S. and Islam, M.F.",
        TITLE = "VAE-GAN3D: Leveraging image-based semantics for 3D zero-shot
recognition",
        JOURNAL = IVC,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "105049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137510"}

@article{bb141553,
        AUTHOR = "Gao, M.Y. and Dong, Q.L.",
        TITLE = "Adaptive Conditional Denoising Diffusion Model With Hybrid Affinity
Regularizer for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5641-5652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137511"}

@article{bb141554,
        AUTHOR = "Jiang, C.Y. and Shen, Y.M. and Chen, D.B. and Zhang, H.F. and Shao, L. and Torr, P.H.S.",
        TITLE = "Estimation of Near-Instance-Level Attribute Bottleneck for Zero-Shot
Learning",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2962-2988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137512"}

@article{bb141555,
        AUTHOR = "Liu, B. and Xu, J.P. and Zeng, H. and Dong, Q. and Hu, Z.Y.",
        TITLE = "Semantic Space Analysis for Zero-Shot Learning on SAR Images",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "14",
        PAGES = "2627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137513"}

@article{bb141556,
        AUTHOR = "Wan, F. and Miao, X.Y. and Duan, H.R. and Deng, J.J. and Gao, R. and Long, Y.",
        TITLE = "Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm Without
Real Data Exposure",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8067-8079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137514"}

@article{bb141557,
        AUTHOR = "Chen, S.S. and Huang, P. and Zhu, Z.B. and Zhang, Y.X. and Xu, Y.H.",
        TITLE = "Robust Multi-Prototypes Aware Integration for Zero-Shot Cross-Domain
Slot Filling",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "3169-3173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137515"}

@article{bb141558,
        AUTHOR = "Ge, J.N. and Xie, H.T. and Li, P. and Xie, L.X. and Min, S.B. and Zhang, Y.D.",
        TITLE = "Towards Discriminative Feature Generation for Generalized Zero-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10514-10529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137516"}

@article{bb141559,
        AUTHOR = "Liu, M. and Bai, H.H. and Li, F. and Zhang, C.J. and Wei, Y.C. and Wang, M. and Chua, T.S. and Zhao, Y.",
        TITLE = "PSVMA+: Exploring Multi-Granularity Semantic-Visual Adaption for
Generalized Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "51-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137517"}

@inproceedings{bb141560,
        AUTHOR = "Liu, M. and Li, F. and Zhang, C.J. and Wei, Y.C. and Bai, H.H. and Zhao, Y.",
        TITLE = "Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15337-15346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137518"}

@article{bb141561,
        AUTHOR = "Zhou, Q. and Liang, Y. and Zhang, Z.Q. and Cao, W.M.",
        TITLE = "Attribute disentanglement and re-entanglement for generalized
zero-shot learning",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137519"}

@article{bb141562,
        AUTHOR = "Song, T.C. and Huang, Y. and Yang, F. and Qin, A. and Zhao, Y. and Gao, C.Q.",
        TITLE = "Global-local prompts guided image-text embedding, alignment and
aggregation for multi-label zero-shot learning",
        JOURNAL = JVCIR,
        VOLUME = "106",
        YEAR = "2025",
        PAGES = "104347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137520"}

@article{bb141563,
        AUTHOR = "Gao, M.Y. and Dong, Q.",
        TITLE = "Self-Assembled Generative Framework for Generalized Zero-Shot
Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "914-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137521"}

@article{bb141564,
        AUTHOR = "Huo, C.L. and Chen, K.M. and Zhang, S. and Wang, Z. and Yan, H. and Shen, J. and Hong, Y.Y. and Qi, G. and Fang, H.M. and Wang, Z.",
        TITLE = "When Remote Sensing Meets Foundation Model: A Survey and Beyond",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137522"}

@article{bb141565,
        AUTHOR = "Ge, J.N. and Liu, Z.H. and Li, P. and Xie, L.X. and Zhang, Y.D. and Tian, Q. and Xie, H.T.",
        TITLE = "Denoised and Dynamic Alignment Enhancement for Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1501-1515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137523"}

@article{bb141566,
        AUTHOR = "Wu, Y. and Kong, X. and Xie, Y. and Qu, Y.Y.",
        TITLE = "RE-GZSL: Relation Extrapolation for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1973-1986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137524"}

@article{bb141567,
        AUTHOR = "Hu, L.C. and Cao, W.M. and Zhang, Z.Q. and Liang, Y.C.",
        TITLE = "Progressive Feature Reconstruction Network for Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5265-5278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137525"}

@article{bb141568,
        AUTHOR = "Bao, X.L. and Xu, X.F. and Zhang, R.H. and Zhu, L.",
        TITLE = "A Novel Deep Generative Model via Semantic-Based Knowledge
Distillation for Zero-Shot Learning",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2704-2708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137526"}

@article{bb141569,
        AUTHOR = "Atigh, M.G. and Nargang, S. and Keller Ressel, M. and Mettes, P.S.",
        TITLE = "SimZSL: Zero-Shot Learning Beyond a Pre-defined Semantic Embedding
Space",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5161-5177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137527"}

@article{bb141570,
        AUTHOR = "Kwon, G. and AlRegib, G.",
        TITLE = "A Gating Model for Bias Calibration in Generalized Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5172-5183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137528"}

@article{bb141571,
        AUTHOR = "Manigrasso, F. and Lamberti, F. and Morra, L.",
        TITLE = "Boosting zero-shot learning through neuro-symbolic integration",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "111869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137529"}

@article{bb141572,
        AUTHOR = "Tang, C.W. and Wang, Y. and Xie, W. and Zhang, Q.J. and Xiao, R. and He, Z.A. and Lv, J.C.",
        TITLE = "Rethinking Generalized Zero-Shot Learning: A Synthesized Per-Instance
Attribute Perspective",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5847-5859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137530"}

@article{bb141573,
        AUTHOR = "Ren, B.C. and Yi, Y.Y. and Zhang, Q.C. and Liu, D.B.",
        TITLE = "Zero-Shot Image Recognition via Learning Dual Prototype Accordance
Across Meta-Domains",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6361-6373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137531"}

@article{bb141574,
        AUTHOR = "Yi, S. and Mao, Z.Y. and Zheng, K.J. and Xiao, Z.P. and Qiao, Z.Y. and Chen, C. and Hua, X.S. and Zhou, Y. and Zhang, M. and Ju, W.",
        TITLE = "Learning Generalizable Contrastive Representations for Graph
Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7584-7595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137532"}

@article{bb141575,
        AUTHOR = "Lu, N.N. and Qiu, M. and Qian, J.S.",
        TITLE = "Attribute alignment networks for generalized zero-shot learning",
        JOURNAL = PRL,
        VOLUME = "198",
        YEAR = "2025",
        PAGES = "50-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137533"}

@inproceedings{bb141576,
        AUTHOR = "Munir, A. and Qureshi, F.Z. and Khan, M.H. and Ali, M.",
        TITLE = "TLAC: Two-Stage LMM Augmented CLIP for Zero-Shot Classification",
        BOOKTITLE = "MULA25",
        YEAR = "2025",
        PAGES = "159-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137534"}

@inproceedings{bb141577,
        AUTHOR = "Quan, Y.H. and Zheng, T.X. and Ma, Z.Y. and Ji, H.",
        TITLE = "Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7502-7512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137535"}

@inproceedings{bb141578,
        AUTHOR = "Tong, B. and Lai, H.J. and Pan, Y. and Yin, J.",
        TITLE = "On the Zero-shot Adversarial Robustness of Vision-Language Models:
A Truly Zero-shot and Training-free Approach",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19921-19930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137536"}

@inproceedings{bb141579,
        AUTHOR = "Silva Rodriguez, J. and Ayed, I.B. and Dolz, J.",
        TITLE = "Conformal Prediction for Zero-Shot Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19931-19941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137537"}

@inproceedings{bb141580,
        AUTHOR = "Yang, Y. and Pan, L.Y. and Li, D.X. and Liu, L.",
        TITLE = "EZSR: Event-based Zero-Shot Recognition",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4628-4638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137538"}

@inproceedings{bb141581,
        AUTHOR = "Dat, D.H. and Mao, P.Y. and Nguyen, T.H. and Buntine, W. and Bennamoun, M.",
        TITLE = "HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot
Learning with Hopfield Network and Soft Mixture of Experts",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1101-1110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137539"}

@inproceedings{bb141582,
        AUTHOR = "Bhat, S.D. and More, A. and Soni, M. and Aggarwal, B.",
        TITLE = "PC-GZSL: Prior Correction for Generalized Zero Shot Learning",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7173-7183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137540"}

@inproceedings{bb141583,
        AUTHOR = "Lee, J.H. and Lee, G.",
        TITLE = "Adapting Models to Scarce Target Data Without Source Samples",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VIII: 368-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137541"}

@inproceedings{bb141584,
        AUTHOR = "Mo, S.T. and Morgado, P.",
        TITLE = "Audio-visual Generalized Zero-Shot Learning the Easy Way",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXI: 377-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137542"}

@inproceedings{bb141585,
        AUTHOR = "Yang, C.L. and Qiao, S.Y. and Cao, Y. and Zhang, Y. and Zhu, T. and Yuille, A.L. and Yu, J.H.",
        TITLE = "IG Captioner: Information Gain Captioners Are Strong Zero-shot
Classifiers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIV: 474-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137543"}

@inproceedings{bb141586,
        AUTHOR = "Kim, S. and Jeong, B. and Kim, D.H. and Kwak, S.",
        TITLE = "Efficient and Versatile Robust Fine-tuning of Zero-shot Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVII: 440-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137544"}

@inproceedings{bb141587,
        AUTHOR = "Zhang, S. and Huang, D. and Deng, J.J. and Tang, S.X. and Ouyang, W.L. and He, T. and Zhang, Y.",
        TITLE = "Agent3d-Zero: An Agent for Zero-shot 3d Understanding",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIX: 186-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137545"}

@inproceedings{bb141588,
        AUTHOR = "Aygun, M. and Dhar, P. and Yan, Z.C. and Aodha, O.M. and Ranjan, R.",
        TITLE = "Enhancing 2D Representation Learning with a 3D Prior",
        BOOKTITLE = ZeroShot24,
        YEAR = "2024",
        PAGES = "7750-7760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137546"}

@inproceedings{bb141589,
        AUTHOR = "Li, Y.P. and Luo, Y. and Wang, Z.M. and Du, B.",
        TITLE = "Improving Generalized Zero-Shot Learning by Exploring the Diverse
Semantics from External Class Names",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23344-23353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137547"}

@inproceedings{bb141590,
        AUTHOR = "Doshi, K. and Garg, A. and Uzkent, B. and Wang, X.L. and Omar, M.",
        TITLE = "A Multimodal Benchmark and Improved Architecture for Zero Shot
Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2010-2019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137548"}

@inproceedings{bb141591,
        AUTHOR = "Wang, B. and Zhao, K. and Zhao, H.Y. and Pu, S. and Xiao, B. and Guo, J.",
        TITLE = "Video Attribute Prototype Network:
A New Perspective for Zero-Shot Video Classification",
        BOOKTITLE = MMFM23,
        YEAR = "2023",
        PAGES = "315-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137549"}

@inproceedings{bb141592,
        AUTHOR = "Christensen, A. and Mancini, M. and Koepke, A.S. and Winther, O. and Akata, Z.",
        TITLE = "Image-free Classifier Injection for Zero-Shot Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19026-19035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137550"}

@inproceedings{bb141593,
        AUTHOR = "Li, A.C. and Prabhudesai, M. and Duggal, S. and Brown, E. and Pathak, D.",
        TITLE = "Your Diffusion Model is Secretly a Zero-Shot Classifier",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2206-2217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137551"}

@inproceedings{bb141594,
        AUTHOR = "Hong, J. and Hayder, Z. and Han, J.L. and Fang, P.F. and Harandi, M. and Petersson, L.",
        TITLE = "Hyperbolic Audio-visual Zero-shot Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7839-7849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137552"}

@inproceedings{bb141595,
        AUTHOR = "Liu, Z.M. and Guo, S. and Lu, X.C. and Guo, J.C. and Zhang, J.W. and Zeng, Y. and Huo, F.",
        TITLE = "(ML)2P-Encoder: On Exploration of Channel-Class Correlation for
Multi-Label Zero-Shot Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23859-23868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137553"}

@inproceedings{bb141596,
        AUTHOR = "Li, H. and Wu, X. and Lv, F. and Liao, D. and Li, T.H. and Zhang, Y.G. and Han, B. and Tan, M.K.",
        TITLE = "Hard Sample Matters a Lot in Zero-Shot Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24417-24426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137554"}

@inproceedings{bb141597,
        AUTHOR = "Gowda, S.N.",
        TITLE = "Synthetic Sample Selection for Generalized Zero-Shot Learning",
        BOOKTITLE = FaDE-TCV23,
        YEAR = "2023",
        PAGES = "58-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137555"}

@inproceedings{bb141598,
        AUTHOR = "Molina, M.",
        TITLE = "Zero-shot Classification at Different Levels of Granularity",
        BOOKTITLE = LXCV23,
        YEAR = "2023",
        PAGES = "238-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137556"}

@inproceedings{bb141599,
        AUTHOR = "Shipard, J. and Wiliem, A. and Thanh, K.N. and Xiang, W. and Fookes, C.",
        TITLE = "Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot
Classification via Stable Diffusion",
        BOOKTITLE = GCV23,
        YEAR = "2023",
        PAGES = "769-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT137557"}

Last update:Feb 26, 2026 at 10:58:24