@article{bb103000,
        AUTHOR = "Zhou, H.P. and Wu, T. and Ye, S.M. and Qin, X. and Sun, K.",
        TITLE = "Enhancing fine-detail image synthesis from text descriptions by text
aggregation and connection fusion module",
        JOURNAL = SP:IC,
        VOLUME = "122",
        YEAR = "2024",
        PAGES = "117099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99717"}

@article{bb103001,
        AUTHOR = "Dong, P. and Wu, L. and Li, R.C. and Meng, X.X. and Meng, L.",
        TITLE = "Text to image synthesis with multi-granularity feature aware
enhancement Generative Adversarial Networks",
        JOURNAL = CVIU,
        VOLUME = "245",
        YEAR = "2024",
        PAGES = "104042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99718"}

@article{bb103002,
        AUTHOR = "Zhao, L. and Huang, P. and Chen, T.T. and Fu, C.J. and Hu, Q.H. and Zhang, Y.Q.",
        TITLE = "Multi-Sentence Complementarily Generation for Text-to-Image Synthesis",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8323-8332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99719"}

@article{bb103003,
        AUTHOR = "Zhao, L. and Hu, Q.H. and Li, X.Y. and Zhao, J.Y.",
        TITLE = "Multimodal Fusion Generative Adversarial Network for Image Synthesis",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1865-1869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99720"}

@article{bb103004,
        AUTHOR = "Nazarieh, F. and Feng, Z.H. and Awais, M. and Wang, W.W. and Kittler, J.V.",
        TITLE = "A Survey of Cross-Modal Visual Content Generation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6814-6832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99721"}

@article{bb103005,
        AUTHOR = "Wang, Y.X. and Zhou, W.G. and Bao, J.M. and Wang, W. and Li, L. and Li, H.Q.",
        TITLE = "CLIP2GAN: Toward Bridging Text With the Latent Space of GANs",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6847-6859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99722"}

@article{bb103006,
        AUTHOR = "Zhai, Y.K. and Long, Z.H. and Pan, W.F. and Chen, C.L.P.",
        TITLE = "Mutual Information Compensation for High-Fidelity Image Generation
With Limited Data",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2145-2149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99723"}

@article{bb103007,
        AUTHOR = "Ahmed, Y.A. and Mittal, A.",
        TITLE = "Unsupervised Co-Generation of Foreground-Background Segmentation from
Text-to-Image Synthesis",
        JOURNAL = CVIU,
        VOLUME = "250",
        YEAR = "2025",
        PAGES = "104223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99724"}

@inproceedings{bb103008,
        AUTHOR = "Mittal, A. and Ahmed, Y.A.",
        TITLE = "Unsupervised Co-Generation of Foreground-Background Segmentation from
Text-to-Image Synthesis",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5046-5057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99724"}

@inproceedings{bb103009,
        AUTHOR = "Haydarov, K. and Muhamed, A. and Shen, X.Q. and Lazarevic, J. and Skorokhodov, I. and Galappaththige, C.J. and Elhoseiny, M.",
        TITLE = "Adversarial Text to Continuous Image Generation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6316-6326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99725"}

@inproceedings{bb103010,
        AUTHOR = "Chen, W.J. and Ni, Z.K. and Wang, H.L.",
        TITLE = "Structure-Aware Generative Adversarial Network for Text-to-Image
Generation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2075-2079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99726"}

@inproceedings{bb103011,
        AUTHOR = "Liu, H. and Wu, Y.H. and Zhai, S. and Yuan, B. and Zhang, N.",
        TITLE = "RIATIG: Reliable and Imperceptible Adversarial Text-to-Image
Generation with Natural Prompts",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20585-20594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99727"}

@inproceedings{bb103012,
        AUTHOR = "Lai, B. and Ma, L.H. and Tian, J.",
        TITLE = "Gated Cross Word-visual Attention-driven Generative Adversarial
Networks for Text-to-image Synthesis",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:88-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99728"}

@inproceedings{bb103013,
        AUTHOR = "Wang, Z.W. and Yang, J. and Cui, J.J. and Liu, J.W. and Wang, J.H.",
        TITLE = "DAC-GAN: Dual Auxiliary Consistency Generative Adversarial Network for
Text-to-Image Generation",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:3-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99729"}

@inproceedings{bb103014,
        AUTHOR = "Wang, Z.K. and Liu, L. and Zhang, H.X. and Ma, Y. and Cui, H.L. and Chen, Y. and Kong, H.R.",
        TITLE = "Generative Adversarial Networks Based on Dynamic Word-Level Update
for Text-to-Image Synthesis",
        BOOKTITLE = ICIVC22,
        YEAR = "2022",
        PAGES = "641-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99730"}

@inproceedings{bb103015,
        AUTHOR = "Georgopoulos, M. and Oldfield, J. and Chrysos, G.G. and Panagakis, Y.",
        TITLE = "Cluster-guided Image Synthesis with Unconditional Models",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11533-11542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99731"}

@inproceedings{bb103016,
        AUTHOR = "Yang, Y.Y. and Ni, X. and Hao, Y.B. and Liu, C.Y. and Wang, W.S. and Liu, Y.F. and Xi, H.Y.",
        TITLE = "MF-GAN: Multi-conditional Fusion Generative Adversarial Network for
Text-to-Image Synthesis",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "I:41-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99732"}

@inproceedings{bb103017,
        AUTHOR = "Jeon, E. and Kim, K. and Kim, D.J.",
        TITLE = "FA-GAN: Feature-Aware GAN for Text to Image Synthesis",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2443-2447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99733"}

@inproceedings{bb103018,
        AUTHOR = "Zhang, Z.Q. and Yu, W.X. and Jiang, N. and Zhou, J.J.",
        TITLE = "Text To Image Synthesis With Erudite Generative Adversarial Networks",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2438-2442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99734"}

@inproceedings{bb103019,
        AUTHOR = "Zhang, H. and Koh, J.Y. and Baldridge, J. and Lee, H.L. and Yang, Y.F.",
        TITLE = "Cross-Modal Contrastive Learning for Text-to-Image Generation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "833-842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99735"}

@inproceedings{bb103020,
        AUTHOR = "Liang, J.D. and Pei, W.J. and Lu, F.",
        TITLE = "Cpgan: Content-parsing Generative Adversarial Networks for
Text-to-image Synthesis",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:491-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99736"}

@inproceedings{bb103021,
        AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.",
        TITLE = "Adversarial Representation Learning for Text-to-Image Matching",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5813-5823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99737"}

@inproceedings{bb103022,
        AUTHOR = "Li, W.B. and Zhang, P.C. and Zhang, L. and Huang, Q.Y. and He, X.D. and Lyu, S.W. and Gao, J.F.",
        TITLE = "Object-Driven Text-To-Image Synthesis via Adversarial Training",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12166-12174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99738"}

@inproceedings{bb103023,
        AUTHOR = "Zhang, Z. and Xie, Y. and Yang, L.",
        TITLE = "Photographic Text-to-Image Synthesis with a Hierarchically-Nested
Adversarial Network",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6199-6208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT99739"}

@article{bb103024,
        AUTHOR = "Zhang, X.W. and Wang, J. and Lu, G.D. and Zhang, X.S.",
        TITLE = "Pattern understanding and synthesis based on layout tree descriptor",
        JOURNAL = VC,
        VOLUME = "36",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1141-1155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99740"}

@article{bb103025,
        AUTHOR = "Zhao, B. and Yin, W.D. and Meng, L.L. and Sigal, L.",
        TITLE = "Layout2image: Image Generation from Layout",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "10-11",
        MONTH = "November",
        PAGES = "2418-2435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99741"}

@inproceedings{bb103026,
        AUTHOR = "Zhao, B. and Meng, L.L. and Yin, W.D. and Sigal, L.",
        TITLE = "Image Generation From Layout",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8576-8585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99742"}

@article{bb103027,
        AUTHOR = "Li, K. and Peng, S.C. and Zhang, T.H. and Malik, J.",
        TITLE = "Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood
Estimation",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "10-11",
        MONTH = "November",
        PAGES = "2607-2628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99743"}

@inproceedings{bb103028,
        AUTHOR = "Li, K. and Zhang, T.H. and Malik, J.",
        TITLE = "Diverse Image Synthesis From Semantic Layouts via Conditional IMLE",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4219-4228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99744"}

@inproceedings{bb103029,
        AUTHOR = "Fu, Y.X. and Yan, Q. and Wang, L. and Li, K. and Liao, R.J.",
        TITLE = "MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via
Implicit Maximum Likelihood Estimation based Distillation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17282-17293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99745"}

@inproceedings{bb103030,
        AUTHOR = "Arora, H. and Mishra, S. and Peng, S.C. and Li, K. and Mahdavi Amiri, A.",
        TITLE = "Multimodal Shape Completion via Implicit Maximum Likelihood
Estimation",
        BOOKTITLE = DLGC22,
        YEAR = "2022",
        PAGES = "2957-2966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99746"}

@article{bb103031,
        AUTHOR = "Tan, H.C. and Yin, B.C. and Wei, K. and Liu, X.P. and Li, X.",
        TITLE = "ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "8620-8631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99747"}

@article{bb103032,
        AUTHOR = "Liang, J.D. and Pei, W.J. and Lu, F.",
        TITLE = "Layout-Bridging Text-to-Image Synthesis",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7438-7451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99748"}

@article{bb103033,
        AUTHOR = "Kuang, Y. and Ma, F. and Li, F.F. and Liu, Y.B. and Zhang, F.",
        TITLE = "Semantic-Layout-Guided Image Synthesis for High-Quality
Synthetic-Aperature Radar Detection Sample Generation",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "24",
        PAGES = "5654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99749"}

@article{bb103034,
        AUTHOR = "Tang, H. and Shao, L. and Sebe, N. and Van Gool, L.J.",
        TITLE = "Graph Transformer GANs With Graph Masked Modeling for Architectural
Layout Generation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4298-4313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99750"}

@article{bb103035,
        AUTHOR = "Zhang, P.R. and Zhang, J.X. and Cao, J.H. and Li, H.L. and Jin, L.W.",
        TITLE = "Smaller But Better: Unifying Layout Generation with Smaller Large
Language Model",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3891-3917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99751"}

@article{bb103036,
        AUTHOR = "Lin, C.G. and Lin, Y.C. and Pan, P. and Zhang, X.Y. and Mu, Y.D.",
        TITLE = "InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis With
Semantic Graph Prior",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11040-11050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99752"}

@article{bb103037,
        AUTHOR = "Zhao, W. and Zhang, Z. and Zhao, F. and Wang, H.P. and He, Y. and Lu, H.C.",
        TITLE = "Remote Sensing Image Generation via Object Text Decoupling",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11834-11847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99753"}

@article{bb103038,
        AUTHOR = "Xu, C.C. and Zhou, M. and Ge, T. and Xu, W.W.",
        TITLE = "GAN-Based Domain Adaptation for Image-Aware Layout Generation in
Advertising Poster Design",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "184-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99754"}

@article{bb103039,
        AUTHOR = "Ryu, J. and Moon, S. and Cho, D.",
        TITLE = "Preserving instance-level characteristics for multi-instance
generation",
        JOURNAL = IVC,
        VOLUME = "166",
        YEAR = "2026",
        PAGES = "105851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99755"}

@article{bb103040,
        AUTHOR = "Wu, F.X. and Liu, L. and Hao, F. and Ren, Z.L. and Tao, D.C. and Wu, X.Y. and Cheng, J.",
        TITLE = "Diffusion-Based Text-Guided Image Generation With Fine-Grained
Spatial Object-Attribute Relationships",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4609-4621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99756"}

@article{bb103041,
        AUTHOR = "Chen, Y.Z. and Yu, H.H. and Xue, Z.Y.",
        TITLE = "KANDiff: Layout-preserving image regeneration with semantic
refinement via Kolmogorov-Arnold networks",
        JOURNAL = JVCIR,
        VOLUME = "117",
        YEAR = "2026",
        PAGES = "104771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99757"}

@inproceedings{bb103042,
        AUTHOR = "Sun, F.Y. and Liu, W.Y. and Gu, S. and Lim, D. and Bhat, G. and Tombari, F. and Li, M. and Haber, N. and Wu, J.J.",
        TITLE = "LayoutVLM: Differentiable Optimization of 3D Layout via
Vision-Language Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "29469-29478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99758"}

@inproceedings{bb103043,
        AUTHOR = "Hsu, H.Y. and Peng, Y.X.",
        TITLE = "PosterO: Structuring Layout Trees to Enable Language Models in
Generalized Content-Aware Layout Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8117-8127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99759"}

@inproceedings{bb103044,
        AUTHOR = "Xie, X. and Gong, D.",
        TITLE = "DyMO: Training-Free Diffusion Model Alignment with Dynamic
Multi-Objective Scheduling",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13220-13230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99760"}

@inproceedings{bb103045,
        AUTHOR = "Manandhar, D. and Guerrero, P. and Wang, Z.W. and Collomosse, J.",
        TITLE = "CLASS: Conditional Latent Architecture for Search and Synthesis of
Design Layouts",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "5520-5529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99761"}

@inproceedings{bb103046,
        AUTHOR = "Wang, R. and Hou, X.F. and Schmedding, S. and Huber, M.F.",
        TITLE = "STAY Diffusion: Styled Layout Diffusion Model for Diverse
Layout-to-Image Generation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3855-3865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99762"}

@inproceedings{bb103047,
        AUTHOR = "Seol, J. and Kim, S. and Yoo, J.",
        TITLE = "Posterllama: Bridging Design Ability of Language Model to Content-aware
Layout Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXII: 451-468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99763"}

@inproceedings{bb103048,
        AUTHOR = "Guerreiro, J.J.A. and Inoue, N. and Masui, K. and Otani, M. and Nakayama, H.",
        TITLE = "Layoutflow: Flow Matching for Layout Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVI: 56-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99764"}

@inproceedings{bb103049,
        AUTHOR = "Abdullah, A. and Ebert, N. and Wasenmuller, O.",
        TITLE = "Boosting Few-shot Detection with Large Language Models and
Layout-to-image Synthesis",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VII: 202-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99765"}

@inproceedings{bb103050,
        AUTHOR = "Zhang, H. and Savov, A. and Dillenburger, B.",
        TITLE = "MaskPLAN: Masked Generative Layout Planning from Partial Input",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8964-8973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99766"}

@inproceedings{bb103051,
        AUTHOR = "Horita, D. and Inoue, N. and Kikuchi, K. and Yamaguchi, K. and Aizawa, K.",
        TITLE = "Retrieval-Augmented Layout Transformer for Content-Aware Layout
Generation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "67-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99767"}

@inproceedings{bb103052,
        AUTHOR = "Ohanyan, M. and Manukyan, H. and Wang, Z.Y. and Navasardyan, S. and Shi, H.",
        TITLE = "Zero-Painter: Training-Free Layout Control for Text-to-Image
Synthesis",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8764-8774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99768"}

@inproceedings{bb103053,
        AUTHOR = "Lin, J.W. and Guo, J.Q. and Sun, S.Z. and Xu, W.J. and Liu, T. and Lou, J.G. and Zhang, D.M.",
        TITLE = "A Parse-Then-Place Approach for Generating Graphic Layouts from
Textual Descriptions",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23565-23574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99769"}

@inproceedings{bb103054,
        AUTHOR = "Park, M.H. and Yun, J. and Choi, S. and Choo, J.",
        TITLE = "Learning to Generate Semantic Layouts for Higher Text-Image
Correspondence in Text-to-Image Synthesis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7557-7566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99770"}

@inproceedings{bb103055,
        AUTHOR = "Zhang, S.X. and Song, X.H. and Li, W.J. and Bai, Y.B. and Yu, X.Y. and Jiang, S.Q.",
        TITLE = "Layout-based Causal Inference for Object Navigation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10792-10802",
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@inproceedings{bb103056,
        AUTHOR = "Hsu, H.Y. and He, X.T. and Peng, Y.X. and Kong, H. and Zhang, Q.",
        TITLE = "PosterLayout: A New Benchmark and Approach for Content-Aware
Visual-Textual Presentation Layout",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6018-6026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99772"}

@inproceedings{bb103057,
        AUTHOR = "Xue, H. and Huang, Z.W. and Sun, Q. and Song, L. and Zhang, W.J.",
        TITLE = "Freestyle Layout-to-Image Synthesis",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14256-14266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99773"}

@inproceedings{bb103058,
        AUTHOR = "Jiang, Z.Y. and Guo, J.Q. and Sun, S.Z. and Deng, H.Y. and Wu, Z.K. and Mijovic, V. and Yang, Z.J.J. and Lou, J.G. and Zhang, D.M.",
        TITLE = "LayoutFormer++: Conditional Graphic Layout Generation via Constraint
Serialization and Decoding Space Restriction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "18403-18412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99774"}

@inproceedings{bb103059,
        AUTHOR = "Liao, W.T. and Hu, K. and Yang, M.Y. and Rosenhahn, B.",
        TITLE = "Text to Image Generation with Semantic-Spatial Aware GAN",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18166-18175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99775"}

@inproceedings{bb103060,
        AUTHOR = "He, S. and Liao, W.T. and Yang, M.Y. and Yang, Y.X. and Song, Y.Z. and Rosenhahn, B. and Xiang, T.",
        TITLE = "Context-Aware Layout to Image Generation with Enhanced Object
Appearance",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15044-15053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99776"}

@inproceedings{bb103061,
        AUTHOR = "Qiao, X.T. and Hancke, G.P. and Lau, R.W.H.",
        TITLE = "Learning Object Context for Novel-view Scene Layout Generation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16969-16978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99777"}

@inproceedings{bb103062,
        AUTHOR = "Lv, Z.Y. and Wei, Y.X. and Zuo, W.M. and Wong, K.Y.K.",
        TITLE = "PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9264-9274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99778"}

@inproceedings{bb103063,
        AUTHOR = "Wei, Y.X. and Ji, Z.L. and Wu, X.H. and Bai, J.F. and Zhang, L. and Zuo, W.M.",
        TITLE = "Inferring and Leveraging Parts from Object Shape for Improving
Semantic Image Synthesis",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11248-11258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99779"}

@inproceedings{bb103064,
        AUTHOR = "Shi, Y.P. and Liu, X. and Wei, Y.X. and Wu, Z.Q. and Zuo, W.M.",
        TITLE = "Retrieval-based Spatially Adaptive Normalization for Semantic Image
Synthesis",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11214-11223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99780"}

@inproceedings{bb103065,
        AUTHOR = "Lv, Z.Y. and Li, X.M. and Niu, Z.X. and Cao, B. and Zuo, W.M.",
        TITLE = "Semantic-Shape Adaptive Feature Modulation for Semantic Image
Synthesis",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11204-11213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99781"}

@inproceedings{bb103066,
        AUTHOR = "Wang, B. and Wu, T. and Zhu, M. and Du, P.",
        TITLE = "Interactive Image Synthesis with Panoptic Layout Generation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7773-7782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99782"}

@inproceedings{bb103067,
        AUTHOR = "Li, Z.J. and Wu, J.Y. and Koh, I. and Tang, Y.C. and Sun, L.Y.",
        TITLE = "Image Synthesis from Layout with Locality-Aware Mask Adaption",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "13799-13808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99783"}

@inproceedings{bb103068,
        AUTHOR = "Ivgi, M. and Benny, Y. and Ben David, A. and Berant, J. and Wolf, L.B.",
        TITLE = "Scene Graph To Image Generation with Contextualized Object Layout
Refinement",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2428-2432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99784"}

@inproceedings{bb103069,
        AUTHOR = "Luo, A. and Zhang, Z. and Wu, J. and Tenenbaum, J.B.",
        TITLE = "End-to-End Optimization of Scene Layout",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "3753-3762",
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@inproceedings{bb103070,
        AUTHOR = "Gao, C. and Liu, Q. and Xu, Q. and Wang, L. and Liu, J. and Zou, C.",
        TITLE = "SketchyCOCO: Image Generation From Freehand Scene Sketches",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5173-5182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99786"}

@inproceedings{bb103071,
        AUTHOR = "Chen, Q. and Wu, Q. and Tang, R. and Wang, Y. and Wang, S. and Tan, M.",
        TITLE = "Intelligent Home 3D: Automatic 3D-House Design From Linguistic
Descriptions Only",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12622-12631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99787"}

@inproceedings{bb103072,
        AUTHOR = "Talavera, A. and Tan, D.S. and Azcarraga, A. and Hua, K.",
        TITLE = "Layout and Context Understanding for Image Synthesis with Scene
Graphs",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1905-1909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99788"}

@inproceedings{bb103073,
        AUTHOR = "Hong, S.H. and Yang, D.D. and Choi, J. and Lee, H.L.",
        TITLE = "Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7986-7994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT99789"}

@article{bb103074,
        AUTHOR = "Sun, G. and Liang, W.Q. and Dong, J.H. and Li, J. and Ding, Z.M. and Cong, Y.",
        TITLE = "Create Your World: Lifelong Text-to-Image Diffusion",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6454-6470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99790"}

@article{bb103075,
        AUTHOR = "Chen, H. and Zhang, Y.P. and Wang, X. and Duan, X.G. and Zhou, Y.W. and Zhu, W.W.",
        TITLE = "DisenDreamer: Subject-Driven Text-to-Image Generation With
Sample-Aware Disentangled Tuning",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6860-6873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99791"}

@article{bb103076,
        AUTHOR = "Verma, A. and Badal, T. and Bansal, A.",
        TITLE = "Advancing Image Generation with Denoising Diffusion Probabilistic
Model and ConvNeXt-V2:
A novel approach for enhanced diversity and quality",
        JOURNAL = CVIU,
        VOLUME = "247",
        YEAR = "2024",
        PAGES = "104077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99792"}

@inproceedings{bb103077,
        AUTHOR = "Ramasinghe, S. and Shevchenko, V. and Avraham, G. and Thalaiyasingam, A.",
        TITLE = "Accept the Modality Gap: An Exploration in the Hyperbolic Space",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27253-27262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99793"}

@article{bb103078,
        AUTHOR = "Luo, Y.M. and Yang, Q. and Fan, Y.H. and Qi, H.K. and Xia, M.",
        TITLE = "Measurement Guidance in Diffusion Models:
Insight from Medical Image Synthesis",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7983-7997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99794"}

@article{bb103079,
        AUTHOR = "Ren, J.X. and Liu, W.Z. and Chen, J. and Yin, S.X. and Tao, Y.",
        TITLE = "Word2Scene: Efficient remote sensing image scene generation with only
one word via hybrid intelligence and low-rank representation",
        JOURNAL = PandRS,
        VOLUME = "218",
        YEAR = "2024",
        PAGES = "231-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99795"}

@article{bb103080,
        AUTHOR = "Dall'Asen, N. and Menapace, W. and Peruzzo, E. and Sangineto, E. and Wang, Y.M. and Ricci, E.",
        TITLE = "Collaborative Neural Painting",
        JOURNAL = CVIU,
        VOLUME = "252",
        YEAR = "2025",
        PAGES = "104298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99796"}

@article{bb103081,
        AUTHOR = "Ridley, H. and Alcover Couso, R. and SanMiguel, J.C.",
        TITLE = "Controlling semantics of diffusion-augmented data for unsupervised
domain adaptation",
        JOURNAL = IET-CV,
        VOLUME = "19",
        YEAR = "2025",
        NUMBER = "1",
        PAGES = "e70002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99797"}

@article{bb103082,
        AUTHOR = "Xiao, G.X. and Yin, T.W. and Freeman, W.T. and Durand, F. and Han, S.",
        TITLE = "FastComposer: Tuning-Free Multi-subject Image Generation with Localized
Attention",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1175-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99798"}

@article{bb103083,
        AUTHOR = "Nwoye, C.I. and Bose, R. and Elgohary, K. and Arboit, L. and Carlino, G. and Lavanchy, J.L. and Mascagni, P. and Padoy, N.",
        TITLE = "Surgical text-to-image generation",
        JOURNAL = PRL,
        VOLUME = "190",
        YEAR = "2025",
        PAGES = "73-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99799"}

@article{bb103084,
        AUTHOR = "Mari, R. and Redondo, R.",
        TITLE = "Latent Diffusion Approaches for Conditional Generation of Aerial
Imagery: A Study",
        JOURNAL = IPOL,
        VOLUME = "15",
        YEAR = "2025",
        PAGES = "20-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99800"}

@article{bb103085,
        AUTHOR = "Wang, W.L. and Bao, J.M. and Zhou, W.G. and Chen, D.D. and Chen, D. and Yuan, L. and Li, H.Q.",
        TITLE = "SinDiffusion: Learning a Diffusion Model from a Single Natural Image",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3412-3423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99801"}

@article{bb103086,
        AUTHOR = "Kim, J. and Kang, J. and Kim, T. and Oh, H.",
        TITLE = "SinWaveFusion: Learning a single image diffusion model in wavelet
domain",
        JOURNAL = IVC,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "105551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99802"}

@article{bb103087,
        AUTHOR = "Ma, H.Y. and Zhu, X.T. and Feng, J.F. and Zhang, L.",
        TITLE = "Preconditioned Score-Based Generative Models",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4837-4863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99803"}

@inproceedings{bb103088,
        AUTHOR = "Ma, H.Y. and Zhang, L. and Zhu, X.T. and Feng, J.F.",
        TITLE = "Accelerating Score-Based Generative Models with Preconditioned
Diffusion Sampling",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99804"}

@article{bb103089,
        AUTHOR = "Huang, Y.W. and Huang, H.M. and Zheng, H. and Li, Y.X. and Zheng, F. and Zhen, X.T. and Zheng, Y.F.",
        TITLE = "Learning to Generalize Heterogeneous Representation for Cross-Modality
Image Synthesis via Multiple Domain Interventions",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4727-4748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99805"}

@inproceedings{bb103090,
        AUTHOR = "Xie, J.H. and Li, Y.X. and Huang, Y.W. and Liu, H.Z. and Zhang, W.T. and Zheng, Y.F. and Shou, M.Z.",
        TITLE = "BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained
Diffusion",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7418-7427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99806"}

@article{bb103091,
        AUTHOR = "Duan, H.R. and Shao, S. and Zhai, B. and Shah, T. and Han, J.G. and Ranjan, R.",
        TITLE = "Parameter Efficient Fine-Tuning for Multi-modal Generative Vision
Models with Möbius-Inspired Transformation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4590-4603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99807"}

@article{bb103092,
        AUTHOR = "Ranjan, R. and Han, J.G. and Shah, T. and Zhai, B. and Shao, S. and Duan, H.R.",
        TITLE = "Parameter Efficient Fine-Tuning for Multi-modal Generative Vision
Models with Möbius-Inspired Transformation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6637-6637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99807"}

@article{bb103093,
        AUTHOR = "Wang, B. and Chen, Q.F. and Wang, Z.",
        TITLE = "Diffusion-Based Visual Art Creation: A Survey and New Perspectives",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "May",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99808"}

@article{bb103094,
        AUTHOR = "Wu, W.J. and Li, Z. and He, Y.F. and Shou, M.Z. and Shen, C.H. and Cheng, L. and Li, Y. and Gao, T.T. and Zhang, D.",
        TITLE = "Paragraph-to-Image Generation with Information-Enriched Diffusion Model",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5413-5434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99809"}

@article{bb103095,
        AUTHOR = "Hunter, R. and Dudziak, L. and Abdelfattah, M.S. and Mehrotra, A. and Bhattacharya, S. and Wen, H.K.",
        TITLE = "Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6422-6431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99810"}

@article{bb103096,
        AUTHOR = "Wei, Y.L. and Zhang, X.L. and Wang, Y.P. and Wang, J.Y. and Hu, W.J.",
        TITLE = "Enhancing Transferability via Spectral Alignment and Grad-CAM Guided
Latent Diffusion Models",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3260-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99811"}

@article{bb103097,
        AUTHOR = "Mao, F.Y. and Mei, J.L. and Lu, S. and Liu, F. and Chen, L. and Zhao, F.Z. and Hu, Y.",
        TITLE = "PID: Physics-Informed Diffusion Model for Infrared Image Generation",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99812"}

@article{bb103098,
        AUTHOR = "Wu, H.X. and Po, L.M. and Xu, X. and Li, K. and Liu, Y.Y. and Jiang, Z.",
        TITLE = "Comprehensive regional guidance for attention map semantics in
text-to-image diffusion models",
        JOURNAL = CVIU,
        VOLUME = "260",
        YEAR = "2025",
        PAGES = "104492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99813"}

@article{bb103099,
        AUTHOR = "Huang, Y.S. and Gong, R. and Liu, X.L. and Liu, J. and Li, Y.H. and Lu, J.W. and Tao, D.C.",
        TITLE = "Temporal Feature Matters: A Framework for Diffusion Model
Quantization",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8823-8837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99814"}

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