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        TITLE = "Generating diverse augmented attributes for generalized zero shot
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        JOURNAL = PRL,
        VOLUME = "166",
        YEAR = "2023",
        PAGES = "126-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135402"}

@article{bb139401,
        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",
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        MONTH = "April",
        PAGES = "4051-4070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135403"}

@article{bb139402,
        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#TT135404"}

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        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
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        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1236-1246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135405"}

@article{bb139404,
        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#TT135406"}

@article{bb139405,
        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#TT135407"}

@article{bb139406,
        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",
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@article{bb139407,
        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#TT135409"}

@inproceedings{bb139408,
        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#TT135410"}

@article{bb139409,
        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#TT135411"}

@article{bb139410,
        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#TT135412"}

@article{bb139411,
        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,
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135413"}

@article{bb139412,
        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,
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        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",
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@article{bb139414,
        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",
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@article{bb139415,
        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
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        AUTHOR = "Zhang, Y.L. and Tian, Y. and Zhang, S. and Huang, Y.P.",
        TITLE = "Dual-Uncertainty Guided Cycle-Consistent Network for Zero-Shot
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        VOLUME = "33",
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        MONTH = "November",
        PAGES = "6872-6886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135418"}

@article{bb139417,
        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
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        YEAR = "2023",
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@article{bb139418,
        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",
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        NUMBER = "21",
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@article{bb139419,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135421"}

@article{bb139420,
        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#TT135422"}

@article{bb139421,
        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
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@article{bb139422,
        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",
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        YEAR = "2024",
        PAGES = "6285-6296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135424"}

@article{bb139423,
        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
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        YEAR = "2024",
        PAGES = "7933-7945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135425"}

@article{bb139424,
        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
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135426"}

@article{bb139425,
        AUTHOR = "Gao, M.Y. and Dong, Q.L.",
        TITLE = "Adaptive Conditional Denoising Diffusion Model With Hybrid Affinity
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        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5641-5652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135427"}

@article{bb139426,
        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
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "2962-2988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135428"}

@article{bb139427,
        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,
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        YEAR = "2024",
        NUMBER = "14",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135429"}

@article{bb139428,
        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#TT135430"}

@article{bb139429,
        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
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        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "3169-3173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135431"}

@article{bb139430,
        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
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135432"}

@article{bb139431,
        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
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        JOURNAL = PAMI,
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        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "51-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135433"}

@inproceedings{bb139432,
        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
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15337-15346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135434"}

@article{bb139433,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135435"}

@article{bb139434,
        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#TT135436"}

@article{bb139435,
        AUTHOR = "Gao, M.Y. and Dong, Q.",
        TITLE = "Self-Assembled Generative Framework for Generalized Zero-Shot
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        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "914-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135437"}

@article{bb139436,
        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,
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        YEAR = "2025",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135438"}

@article{bb139437,
        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.",
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        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1501-1515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135439"}

@article{bb139438,
        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#TT135440"}

@article{bb139439,
        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#TT135441"}

@article{bb139440,
        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
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        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2704-2708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135442"}

@article{bb139441,
        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
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        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5161-5177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135443"}

@article{bb139442,
        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#TT135444"}

@article{bb139443,
        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#TT135445"}

@article{bb139444,
        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
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        YEAR = "2025",
        PAGES = "5847-5859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135446"}

@article{bb139445,
        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#TT135447"}

@article{bb139446,
        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.",
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        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7584-7595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135448"}

@article{bb139447,
        AUTHOR = "Lu, N.N. and Qiu, M. and Qian, J.S.",
        TITLE = "Attribute alignment networks for generalized zero-shot learning",
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@inproceedings{bb139448,
        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,
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        PAGES = "7502-7512",
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@inproceedings{bb139449,
        AUTHOR = "Tong, B. and Lai, H.J. and Pan, Y. and Yin, J.",
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        YEAR = "2025",
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@inproceedings{bb139450,
        AUTHOR = "Silva Rodriguez, J. and Ayed, I.B. and Dolz, J.",
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb139451,
        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",
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@inproceedings{bb139452,
        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
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135454"}

@inproceedings{bb139453,
        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#TT135455"}

@inproceedings{bb139454,
        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#TT135456"}

@inproceedings{bb139455,
        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#TT135457"}

@inproceedings{bb139456,
        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#TT135458"}

@inproceedings{bb139457,
        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#TT135459"}

@inproceedings{bb139458,
        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#TT135460"}

@inproceedings{bb139459,
        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#TT135461"}

@inproceedings{bb139460,
        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#TT135462"}

@inproceedings{bb139461,
        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#TT135463"}

@inproceedings{bb139462,
        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#TT135464"}

@inproceedings{bb139463,
        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#TT135465"}

@inproceedings{bb139464,
        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#TT135466"}

@inproceedings{bb139465,
        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#TT135467"}

@inproceedings{bb139466,
        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#TT135468"}

@inproceedings{bb139467,
        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#TT135469"}

@inproceedings{bb139468,
        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#TT135470"}

@inproceedings{bb139469,
        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#TT135471"}

@inproceedings{bb139470,
        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#TT135472"}

@inproceedings{bb139471,
        AUTHOR = "Shiba, K. and Mukuta, Y. and Harada, T.",
        TITLE = "Zero-shot Object Classification with Large-scale Knowledge Graph",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4991-4998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135473"}

@inproceedings{bb139472,
        AUTHOR = "Wang, Z.C. and Hao, Y.B. and Mu, T.T. and Li, O.X. and Wang, S. and He, X.N.",
        TITLE = "Bi-Directional Distribution Alignment for Transductive Zero-Shot
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19893-19902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135474"}

@inproceedings{bb139473,
        AUTHOR = "Luo, J.Q. and Wang, Z. and Wu, C.H. and Huang, D. and de la Torre, F.",
        TITLE = "Zero-Shot Model Diagnosis",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11631-11640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135475"}

@inproceedings{bb139474,
        AUTHOR = "Guo, J.Y. and Wang, C.F. and Wu, Y. and Zhang, E. and Wang, K. and Xu, X.Q. and Song, S. and Shi, H. and Huang, G.",
        TITLE = "Zero-Shot Generative Model Adaptation via Image-Specific Prompt
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11494-11503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135476"}

@inproceedings{bb139475,
        AUTHOR = "Martone, S. and Manigrasso, F. and Lamberti, F. and Morra, L.",
        TITLE = "PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4427-4433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135477"}

@inproceedings{bb139476,
        AUTHOR = "Li, B. and Hu, Y.H. and Han, C.Y. and Guo, T.D.",
        TITLE = "DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot
Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1851-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135478"}

@inproceedings{bb139477,
        AUTHOR = "Kong, X. and Gao, Z.D. and Li, X.F. and Hong, M. and Liu, J. and Wang, C.J. and Xie, Y. and Qu, Y.Y.",
        TITLE = "En-Compactness: Self-Distillation Embedding & Contrastive Generation
for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9296-9305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135479"}

@inproceedings{bb139478,
        AUTHOR = "Xu, W.J. and Xian, Y.Q. and Wang, J.N. and Schiele, B. and Akata, Z.",
        TITLE = "VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9306-9315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135480"}

@inproceedings{bb139479,
        AUTHOR = "Feng, Y.G. and Huang, X.W. and Yang, P. and Yu, J. and Sang, J.",
        TITLE = "Non-generative Generalized Zero-shot Learning via Task-correlated
Disentanglement and Controllable Samples Synthesis",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9336-9345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135481"}

@inproceedings{bb139480,
        AUTHOR = "Mall, U. and Hariharan, B. and Bala, K.",
        TITLE = "Zero-shot Learning Using Multimodal Descriptions",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "3930-3938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135482"}

@inproceedings{bb139481,
        AUTHOR = "Chen, S.M. and Hong, Z.M. and Xie, G.S. and Yang, W.H. and Peng, Q. and Wang, K. and Zhao, J. and You, X.G.",
        TITLE = "MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7602-7611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135483"}

@inproceedings{bb139482,
        AUTHOR = "Su, H.Z. and Li, J.J. and Chen, Z. and Zhu, L. and Lu, K.",
        TITLE = "Distinguishing Unseen from Seen for Generalized Zero-shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7875-7884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135484"}

@inproceedings{bb139483,
        AUTHOR = "Carrazco, J.I.D. and Morerio, P. and del Bue, A. and Murino, V.",
        TITLE = "Mixing Zero-Shot Learning Up:
Learning Unseen Classes from Mixed Features",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "II:610-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135485"}

@inproceedings{bb139484,
        AUTHOR = "Jhoo, W.Y. and Heo, J.P.",
        TITLE = "Collaborative Learning with Disentangled Features for Zero-shot
Domain Adaptation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8876-8885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135486"}

@inproceedings{bb139485,
        AUTHOR = "Mall, U. and Hariharan, B. and Bala, K.",
        TITLE = "Field-Guide-Inspired Zero-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9526-9535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135487"}

@inproceedings{bb139486,
        AUTHOR = "Chen, Z. and Luo, Y.D. and Qiu, R.H. and Wang, S. and Huang, Z. and Li, J.J. and Zhang, Z.",
        TITLE = "Semantics Disentangling for Generalized Zero-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8692-8700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135488"}

@inproceedings{bb139487,
        AUTHOR = "Lengyel, A. and Garg, S. and Milford, M. and van Gemert, J.C.",
        TITLE = "Zero-Shot Day-Night Domain Adaptation with a Physics Prior",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4379-4389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135489"}

@inproceedings{bb139488,
        AUTHOR = "Nie, H. and Wang, R.P. and Chen, X.L.",
        TITLE = "From Node to Graph: Joint Reasoning on Visual-Semantic Relational
Graph for Zero-Shot Detection",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1648-1657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135490"}

@inproceedings{bb139489,
        AUTHOR = "Sanchez, J. and Molina, M.",
        TITLE = "Trading-off Information Modalities in Zero-shot Classification",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1677-1685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135491"}

@inproceedings{bb139490,
        AUTHOR = "Singh, R.",
        TITLE = "Bias: Bijective Input and Surjectivity In Zero Shot Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1249-1253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135492"}

@inproceedings{bb139491,
        AUTHOR = "Bendre, N. and Desai, K. and Najafirad, P.",
        TITLE = "Generalized Zero-Shot Learning Using Multimodal Variational
Auto-Encoder With Semantic Concepts",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1284-1288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135493"}

@inproceedings{bb139492,
        AUTHOR = "Li, F. and Yeh, M.C.",
        TITLE = "Generalized Zero-Shot Recognition Through Image-Guided Semantic
Classification",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2483-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135494"}

@inproceedings{bb139493,
        AUTHOR = "Chemmengath, S.A. and Paul, S. and Bharadwaj, S. and Samanta, S. and Sankaranarayanan, K.",
        TITLE = "Addressing Target Shift in Zero-shot Learning using Grouped
Adversarial Learning",
        BOOKTITLE = MELEX21,
        YEAR = "2021",
        PAGES = "2368-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135495"}

@inproceedings{bb139494,
        AUTHOR = "Dandu, H. and Sharma, K. and Bhandarkar, S.M.",
        TITLE = "Exploring the Limits of Zero-Shot Learning: How Low Can You Go?",
        BOOKTITLE = MULA21,
        YEAR = "2021",
        PAGES = "1710-1719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135496"}

@inproceedings{bb139495,
        AUTHOR = "He, X.Y. and Lu, J.H. and Xu, W.X. and Hu, Q.H. and Wang, P.S. and Cheng, J.",
        TITLE = "Generative Zero-shot Network Quantization",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "2994-3005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135497"}

@inproceedings{bb139496,
        AUTHOR = "Cheng, R.Z. and Wu, B.C. and Zhang, P.Z. and Vajda, P. and Gonzalez, J.E.",
        TITLE = "Data-Efficient Language-Supervised Zero-Shot Learning with
Self-Distillation",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3113-3118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135498"}

@inproceedings{bb139497,
        AUTHOR = "Chandhok, S. and Balasubramanian, V.N.",
        TITLE = "Two-Level Adversarial Visual-Semantic Coupling for Generalized
Zero-shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3099-3107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135499"}

@inproceedings{bb139498,
        AUTHOR = "Marmoreo, F. and Cavazza, J. and Murino, V.",
        TITLE = "Transductive Zero-Shot Learning by Decoupled Feature Generation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3108-3117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135500"}

@inproceedings{bb139499,
        AUTHOR = "Verma, V.K. and Mishra, A. and Pandey, A. and Murthy, H.A. and Rai, P.",
        TITLE = "Towards Zero-Shot Learning with Fewer Seen Class Examples",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2240-2250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT135501"}

Last update:Nov 26, 2025 at 20:24:09