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        TITLE = "Compositional Zero-Shot Learning using Multi-Branch Graph Convolution
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        AUTHOR = "Liu, Z. and Li, Y. and Yao, L. and Chang, X.J. and Fang, W. and Wu, X.J. and El Saddik, A.",
        TITLE = "Simple Primitives With Feasibility- and Contextuality-Dependence for
Open-World Compositional Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "543-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141806"}

@article{bb145866,
        AUTHOR = "Mancini, M. and Naeem, M.F. and Xian, Y.Q. and Akata, Z.",
        TITLE = "Learning Graph Embeddings for Open World Compositional Zero-Shot
Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
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        PAGES = "1545-1560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141807"}

@inproceedings{bb145867,
        AUTHOR = "Karthik, S. and Mancini, M. and Akata, Z.",
        TITLE = "KG-SP: Knowledge Guided Simple Primitives for Open World
Compositional Zero-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9326-9335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141808"}

@inproceedings{bb145868,
        AUTHOR = "Khan, M.G.Z.A. and Naeem, M.F. and Van Gool, L.J. and Pagani, A. and Stricker, D. and Afzal, M.Z.",
        TITLE = "Learning Attention Propagation for Compositional Zero-Shot Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3817-3826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141809"}

@inproceedings{bb145869,
        AUTHOR = "Naeem, M.F. and Ornek, E.P. and Xian, Y.Q. and Van Gool, L.J. and Tombari, F.",
        TITLE = "3D Compositional Zero-Shot Learning with DeCompositional Consensus",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVIII:713-730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141810"}

@inproceedings{bb145870,
        AUTHOR = "Naeem, M.F. and Xian, Y.Q. and Tombari, F. and Akata, Z.",
        TITLE = "Learning Graph Embeddings for Compositional Zero-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "953-962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141811"}

@inproceedings{bb145871,
        AUTHOR = "Mancini, M. and Naeem, M.F. and Xian, Y.Q. and Akata, Z.",
        TITLE = "Open World Compositional Zero-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5218-5226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141812"}

@article{bb145872,
        AUTHOR = "Ma, X.J. and Yang, J. and Lin, J.C. and Zheng, Z.Z. and Li, S.B. and Hu, B.Q. and Tang, X.H.",
        TITLE = "LVAR-CZSL: Learning Visual Attributes Representation for
Compositional Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13311-13323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141813"}

@article{bb145873,
        AUTHOR = "Zhang, T. and Liang, K.M. and Du, R.Y. and Chen, W. and Ma, Z.Y.",
        TITLE = "Disentangling Before Composing: Learning Invariant Disentangled
Features for Compositional Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1132-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141814"}

@inproceedings{bb145874,
        AUTHOR = "Zhang, T. and Liang, K.M. and Du, R.Y. and Sun, X. and Ma, Z.Y. and Guo, J.",
        TITLE = "Learning Invariant Visual Representations for Compositional Zero-Shot
Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:339-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141815"}

@article{bb145875,
        AUTHOR = "Jiang, C.Y. and Wang, S.D. and Long, Y. and Li, Z.C. and Zhang, H.F. and Shao, L.",
        TITLE = "Imaginary-Connected Embedding in Complex Space for Unseen
Attribute-Object Discrimination",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1395-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141816"}

@article{bb145876,
        AUTHOR = "Min, L.T. and Fan, Z. and Wang, S.Z. and Dou, F.Y. and Li, X. and Wang, B.L.",
        TITLE = "Adaptive Fusion Learning for Compositional Zero-Shot Recognition",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "1193-1204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141817"}

@article{bb145877,
        AUTHOR = "Jiang, H. and Chen, C.F. and Yang, X.S. and Xu, C.S.",
        TITLE = "Compact Latent Primitive Space Learning for Compositional Zero-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "4297-4308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141818"}

@article{bb145878,
        AUTHOR = "Liu, Y. and Wang, X. and Gao, X.B. and Han, J.G. and Shao, L.",
        TITLE = "Multi-Level Contextual Prototype Modulation for Compositional
Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "4856-4868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141819"}

@article{bb145879,
        AUTHOR = "Wang, Q.S. and Liu, L.Q. and Jing, C.C. and Wang, P. and Zhang, Y.N. and Shen, C.H.",
        TITLE = "Learning Dual-Stream Conditional Concepts in Compositional Zero-Shot
Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10076-10093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141820"}

@inproceedings{bb145880,
        AUTHOR = "Wang, Q.S. and Liu, L.Q. and Jing, C.C. and Chen, H. and Liang, G.Q. and Wang, P. and Shen, C.H.",
        TITLE = "Learning Conditional Attributes for Compositional Zero-Shot Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11197-11206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141821"}

@article{bb145881,
        AUTHOR = "Chen, Z. and Zhao, X. and Lang, C.Y. and Wei, L. and Wang, T. and Li, Y.D.",
        TITLE = "Learning Diversified Primitive Prompts for Compositional Zero-Shot
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10423-10436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141822"}

@article{bb145882,
        AUTHOR = "Deng, F.Q. and Tang, C. and Fu, L. and Jin, W. and Zhong, J.M. and Wang, H.M. and Li, N.N.",
        TITLE = "GNN-based primitive recombination for compositional zero-shot
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        JOURNAL = IVC,
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        YEAR = "2025",
        PAGES = "105762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141823"}

@article{bb145883,
        AUTHOR = "Yu, X.W. and Zhang, L. and Wu, Z. and Zhu, D.J.",
        TITLE = "Core-Periphery Multi-Modality Feature Alignment for Zero-Shot Medical
Image Analysis",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3973-3983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141824"}

@article{bb145884,
        AUTHOR = "Jiang, H. and Yang, X.S. and Chen, C.F. and Xu, C.S.",
        TITLE = "SPDQ: Synergetic Prompts as Disentanglement Queries for Compositional
Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8888-8899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141825"}

@article{bb145885,
        AUTHOR = "Jin, Y.T. and Chen, S.M. and Tong, T. and Ding, W.P. and Wang, Y.S.",
        TITLE = "Multi-Modal Prompts With Primitives Enhancement for Compositional
Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11754-11769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141826"}

@article{bb145886,
        AUTHOR = "Jiang, C. and Ye, Q.L. and Wang, S.D. and Wu, Z.B. and Zhang, H.F.",
        TITLE = "Learning clique-based inter-class affinity for compositional
zero-shot learning",
        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "112819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141827"}

@article{bb145887,
        AUTHOR = "Xu, S. and Wang, S. and Hu, X. and Lin, Y.T. and Yang, S. and Wu, Y. and Du, B.",
        TITLE = "MAC: A Benchmark for Multiple Attributes Compositional Zero-Shot
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        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "5461-5471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141828"}

@inproceedings{bb145888,
        AUTHOR = "Wu, P. and Lu, X. and Hu, H. and Xian, Y.Q. and Shen, J.B. and Wang, W.G.",
        TITLE = "LogiCzsl: Exploring Logic-induced Representation for Compositional
Zero-shot Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30301-30311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141829"}

@inproceedings{bb145889,
        AUTHOR = "Jiang, D.Y. and Jing, H.D. and Ma, Y.Q. and Zheng, N.N.",
        TITLE = "Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid
Discrimination Framework for Compositional Zero-Shot Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9860-9869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141830"}

@inproceedings{bb145890,
        AUTHOR = "Saini, N. and Pham, K. and Shrivastava, A.",
        TITLE = "Beyond Seen Primitive Concepts and Attribute-Object Compositional
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14466-14476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141831"}

@inproceedings{bb145891,
        AUTHOR = "Bao, W.T. and Chen, L. and Huang, H. and Kong, Y.",
        TITLE = "Prompting Language-informed Distribution for Compositional Zero-Shot
Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIV: 107-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141832"}

@inproceedings{bb145892,
        AUTHOR = "Shi, Y.Y. and Jiang, C. and Shi, R. and Zhang, H.F.",
        TITLE = "Do They Share the Same Tail? Learning Individual Compositional
Attribute Prototype for Generalized Zero-shot Learning",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "III: 239-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141833"}

@inproceedings{bb145893,
        AUTHOR = "Huang, S.T. and Gong, B. and Feng, Y.T. and Zhang, M. and Lv, Y.L. and Wang, D.L.",
        TITLE = "Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24005-24014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141834"}

@inproceedings{bb145894,
        AUTHOR = "Zheng, Z.H. and Zhu, H.D. and Nevatia, R.",
        TITLE = "CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot
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        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1710-1720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141835"}

@inproceedings{bb145895,
        AUTHOR = "Xu, G.Y. and Chai, J. and Kordjamshidi, P.",
        TITLE = "GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot
Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5762-5771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141836"}

@inproceedings{bb145896,
        AUTHOR = "Kim, H. and Lee, J.Y. and Park, S. and Sohn, K.H.",
        TITLE = "Hierarchical Visual Primitive Experts for Compositional Zero-Shot
Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5652-5662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141837"}

@inproceedings{bb145897,
        AUTHOR = "Lu, X.C. and Guo, S. and Liu, Z.M. and Guo, J.C.",
        TITLE = "Decomposed Soft Prompt Guided Fusion Enhancing for Compositional
Zero-Shot Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23560-23569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141838"}

@inproceedings{bb145898,
        AUTHOR = "Hao, S.Z. and Han, K. and Wong, K.Y.K.",
        TITLE = "Learning Attention as Disentangler for Compositional Zero-Shot
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15315-15324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141839"}

@inproceedings{bb145899,
        AUTHOR = "Li, Y. and Liu, Z. and Jha, S. and Yao, L.",
        TITLE = "Distilled Reverse Attention Network for Open-world Compositional
Zero-Shot Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1782-1791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605czer3.html#TT141840"}