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        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#TT138010"}

@article{bb142053,
        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#TT138011"}

@article{bb142054,
        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#TT138012"}

@article{bb142055,
        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#TT138013"}

@article{bb142056,
        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#TT138014"}

@article{bb142057,
        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#TT138015"}

@article{bb142058,
        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#TT138016"}

@article{bb142059,
        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#TT138017"}

@inproceedings{bb142060,
        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#TT138018"}

@inproceedings{bb142061,
        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#TT138019"}

@inproceedings{bb142062,
        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#TT138020"}

@inproceedings{bb142063,
        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#TT138021"}

@inproceedings{bb142064,
        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#TT138022"}

@inproceedings{bb142065,
        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#TT138023"}

@inproceedings{bb142066,
        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#TT138024"}

@inproceedings{bb142067,
        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#TT138025"}

@inproceedings{bb142068,
        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#TT138026"}

@inproceedings{bb142069,
        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#TT138027"}

@inproceedings{bb142070,
        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#TT138028"}

@inproceedings{bb142071,
        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#TT138029"}

@inproceedings{bb142072,
        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#TT138030"}

@inproceedings{bb142073,
        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#TT138031"}

@inproceedings{bb142074,
        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#TT138032"}

@inproceedings{bb142075,
        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#TT138033"}

@inproceedings{bb142076,
        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#TT138034"}

@inproceedings{bb142077,
        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#TT138035"}

@inproceedings{bb142078,
        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#TT138036"}

@inproceedings{bb142079,
        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#TT138037"}

@inproceedings{bb142080,
        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#TT138038"}

@inproceedings{bb142081,
        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#TT138039"}

@inproceedings{bb142082,
        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#TT138040"}

@inproceedings{bb142083,
        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#TT138041"}

@inproceedings{bb142084,
        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#TT138042"}

@inproceedings{bb142085,
        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
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19893-19902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138043"}

@inproceedings{bb142086,
        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#TT138044"}

@inproceedings{bb142087,
        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
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11494-11503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138045"}

@inproceedings{bb142088,
        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",
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@inproceedings{bb142089,
        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
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        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1851-1857",
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@inproceedings{bb142090,
        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
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9296-9305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138048"}

@inproceedings{bb142091,
        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,
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        PAGES = "9306-9315",
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@inproceedings{bb142092,
        AUTHOR = "Feng, Y.G. and Huang, X.W. and Yang, P.B. and Yu, J. and Sang, J.",
        TITLE = "Non-generative Generalized Zero-shot Learning via Task-correlated
Disentanglement and Controllable Samples Synthesis",
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        YEAR = "2022",
        PAGES = "9336-9345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT138050"}

@inproceedings{bb142093,
        AUTHOR = "Mall, U. and Hariharan, B. and Bala, K.",
        TITLE = "Zero-shot Learning Using Multimodal Descriptions",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "3930-3938",
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@inproceedings{bb142094,
        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",
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        YEAR = "2022",
        PAGES = "7602-7611",
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@inproceedings{bb142095,
        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",
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@inproceedings{bb142096,
        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",
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@inproceedings{bb142097,
        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",
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@inproceedings{bb142098,
        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#TT138056"}

@inproceedings{bb142099,
        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",
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