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        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#TT97060"}

@article{bb100301,
        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#TT97061"}

@inproceedings{bb100302,
        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#TT97062"}

@article{bb100303,
        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#TT97063"}

@inproceedings{bb100304,
        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#TT97064"}

@inproceedings{bb100305,
        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#TT97065"}

@inproceedings{bb100306,
        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#TT97066"}

@article{bb100307,
        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#TT97067"}

@article{bb100308,
        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#TT97068"}

@article{bb100309,
        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#TT97069"}

@article{bb100310,
        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#TT97070"}

@article{bb100311,
        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#TT97071"}

@inproceedings{bb100312,
        AUTHOR = "Tarres, G.C. and Lin, Z. and Zhang, Z.F. and Zhang, H. and Gilbert, A. and Collomosse, J. and Kim, S.Y.",
        TITLE = "Multitwine: Multi-Object Compositing with Text and Layout Control",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8094-8104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT97072"}

@inproceedings{bb100313,
        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#TT97073"}

@inproceedings{bb100314,
        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#TT97074"}

@inproceedings{bb100315,
        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#TT97075"}

@inproceedings{bb100316,
        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#TT97076"}

@inproceedings{bb100317,
        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#TT97077"}

@inproceedings{bb100318,
        AUTHOR = "Liu, J.Q. and Huang, T. and Xu, C.",
        TITLE = "Training-free Composite Scene Generation for Layout-to-image Synthesis",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 37-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT97078"}

@inproceedings{bb100319,
        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#TT97079"}

@inproceedings{bb100320,
        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#TT97080"}

@inproceedings{bb100321,
        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#TT97081"}

@inproceedings{bb100322,
        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#TT97082"}

@inproceedings{bb100323,
        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#TT97083"}

@inproceedings{bb100324,
        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#TT97084"}

@inproceedings{bb100325,
        AUTHOR = "Bahmani, S. and Park, J.J. and Paschalidou, D. and Yan, X.G. and Wetzstein, G. and Guibas, L.J. and Tagliasacchi, A.",
        TITLE = "CC3D: Layout-Conditioned Generation of Compositional 3D Scenes",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7137-7147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT97085"}

@inproceedings{bb100326,
        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#TT97086"}

@inproceedings{bb100327,
        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#TT97087"}

@inproceedings{bb100328,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT97088"}

@inproceedings{bb100329,
        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#TT97089"}

@inproceedings{bb100330,
        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#TT97090"}

@inproceedings{bb100331,
        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#TT97091"}

@inproceedings{bb100332,
        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#TT97092"}

@inproceedings{bb100333,
        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#TT97093"}

@inproceedings{bb100334,
        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#TT97094"}

@inproceedings{bb100335,
        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#TT97095"}

@inproceedings{bb100336,
        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#TT97096"}

@inproceedings{bb100337,
        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#TT97097"}

@inproceedings{bb100338,
        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
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11204-11213",
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@inproceedings{bb100339,
        AUTHOR = "Wang, B. and Wu, T. and Zhu, M. and Du, P.",
        TITLE = "Interactive Image Synthesis with Panoptic Layout Generation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
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@inproceedings{bb100340,
        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",
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@inproceedings{bb100341,
        AUTHOR = "Ivgi, M. and Benny, Y. and Ben David, A. and Berant, J. and Wolf, L.B.",
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        BOOKTITLE = ICIP21,
        YEAR = "2021",
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@inproceedings{bb100342,
        AUTHOR = "Luo, A. and Zhang, Z. and Wu, J. and Tenenbaum, J.B.",
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@inproceedings{bb100343,
        AUTHOR = "Gao, C. and Liu, Q. and Xu, Q. and Wang, L. and Liu, J. and Zou, C.",
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@inproceedings{bb100344,
        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
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        AUTHOR = "Talavera, A. and Tan, D.S. and Azcarraga, A. and Hua, K.",
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        AUTHOR = "Hong, S.H. and Yang, D.D. and Choi, J. and Lee, H.L.",
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@article{bb100347,
        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",
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        YEAR = "2024",
        NUMBER = "9",
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        PAGES = "6454-6470",
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@article{bb100348,
        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
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        JOURNAL = CirSysVideo,
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        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6860-6873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97108"}

@article{bb100349,
        AUTHOR = "Verma, A. and Badal, T. and Bansal, A.",
        TITLE = "Advancing Image Generation with Denoising Diffusion Probabilistic
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A novel approach for enhanced diversity and quality",
        JOURNAL = CVIU,
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        YEAR = "2024",
        PAGES = "104077",
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@article{bb100350,
        AUTHOR = "Xu, Y.F. and Xu, X.L. and Gao, H.H. and Xiao, F.",
        TITLE = "SGDM: An Adaptive Style-Guided Diffusion Model for Personalized Text
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        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97110"}

@inproceedings{bb100351,
        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",
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@article{bb100352,
        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#TT97112"}

@article{bb100353,
        AUTHOR = "Cao, J.H. and Liu, S. and Yang, X. and Li, Y. and Du, S.",
        TITLE = "ARES: Text-Driven Automatic Realistic Simulator for Autonomous
Traffic",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "3049-3053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97113"}

@article{bb100354,
        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#TT97114"}

@article{bb100355,
        AUTHOR = "Zhou, D. and Li, Y. and Ma, F. and Yang, Z.X. and Yang, Y.",
        TITLE = "MIGC++: Advanced Multi-Instance Generation Controller for Image
Synthesis",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1714-1728",
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@inproceedings{bb100356,
        AUTHOR = "Zhou, D. and Li, Y. and Ma, F. and Zhang, X.T. and Yang, Y.",
        TITLE = "MIGC: Multi-Instance Generation Controller for Text-to-Image
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        BOOKTITLE = CVPR24,
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        PAGES = "6818-6828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97116"}

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        TITLE = "RenAIssance: A Survey Into AI Text-to-Image Generation in the Era of
Large Model",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2212-2231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97117"}

@article{bb100358,
        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,
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        YEAR = "2025",
        PAGES = "104298",
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        AUTHOR = "Wang, Z.C. and Li, O.X. and Wang, T. and Wei, L.H. and Hao, Y.B. and Wang, X. and Tian, Q.",
        TITLE = "Prior Preserved Text-to-Image Personalization Without Image
Regularization",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1318-1330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97119"}

@article{bb100360,
        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#TT97120"}

@article{bb100361,
        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#TT97121"}

@article{bb100362,
        AUTHOR = "Ji, J.Y. and Wang, H. and Wu, C.L. and Ma, Y.W. and Sun, X.S. and Ji, R.R.",
        TITLE = "JM3D and JM3D-LLM: Elevating 3D Representation With Joint Multi-Modal
Cues",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2475-2492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97122"}

@inproceedings{bb100363,
        AUTHOR = "Yang, D. and Dong, R.H. and Ji, J.Y. and Ma, Y.W. and Wang, H. and Sun, X.S. and Ji, R.R.",
        TITLE = "Exploring Phrase-level Grounding with Text-to-image Diffusion Model",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIII: 161-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97123"}

@article{bb100364,
        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#TT97124"}

@article{bb100365,
        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#TT97125"}

@article{bb100366,
        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#TT97126"}

@article{bb100367,
        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#TT97127"}

@article{bb100368,
        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",
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        PAGES = "4837-4863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97128"}

@inproceedings{bb100369,
        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#TT97129"}

@article{bb100370,
        AUTHOR = "Ge, S.W. and Park, T. and Zhu, J.Y. and Huang, J.B.",
        TITLE = "Expressive Image Generation and Editing with Rich Text",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4604-4622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97130"}

@inproceedings{bb100371,
        AUTHOR = "Ge, S.W. and Park, T. and Zhu, J.Y. and Huang, J.B.",
        TITLE = "Expressive Text-to-Image Generation with Rich Text",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7511-7522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97131"}

@inproceedings{bb100372,
        AUTHOR = "Kim, Y.J. and Lee, J.Y. and Kim, J.H. and Ha, J.W. and Zhu, J.Y.",
        TITLE = "Dense Text-to-Image Generation with Attention Modulation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7667-7677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97132"}

@article{bb100373,
        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#TT97133"}

@inproceedings{bb100374,
        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#TT97134"}

@article{bb100375,
        AUTHOR = "Zhao, R. and Zhu, M.R. and Dong, S.Y. and Cheng, D. and Wang, N.N. and Gao, X.B.",
        TITLE = "CatVersion: Concatenating Embeddings for Diffusion-Based
Text-to-Image Personalization",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6047-6058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97135"}

@article{bb100376,
        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",
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "4590-4603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97136"}

@article{bb100377,
        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#TT97137"}

@article{bb100378,
        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#TT97138"}

@article{bb100379,
        AUTHOR = "Ma, Z.Y. and Zhang, Y.Z. and Jia, G. and Zhao, L.L. and Ma, Y.C. and Ma, M.J. and Liu, G.F. and Zhang, K. and Ding, N. and Li, J.J. and Zhou, B.",
        TITLE = "Efficient Diffusion Models:
A Comprehensive Survey From Principles to Practices",
        JOURNAL = PAMI,
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        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7506-7525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97139"}

@article{bb100380,
        AUTHOR = "Hu, W.P. and Hoe, J.T. and Li, J.H. and Hu, H.F. and Jiang, X.D. and Tan, Y.P.",
        TITLE = "Cascaded Dynamic Memory Refinement and Semantic Alignment for
Exo-to-Ego Cross-View Video Generation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7490-7505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97140"}

@inproceedings{bb100381,
        AUTHOR = "Hoe, J.T. and Jiang, X.D. and Chan, C.S. and Tan, Y.P. and Hu, W.P.",
        TITLE = "InteractDiffusion: Interaction Control in Text-to-Image Diffusion
Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6180-6189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97141"}

@inproceedings{bb100382,
        AUTHOR = "Han, J. and Liu, J. and Jiang, Y. and Yan, B. and Zhang, Y.Q. and Yuan, Z.H. and Peng, B.Y. and Liu, X.B.",
        TITLE = "Infinity?: Scaling Bitwise AutoRegressive Modeling for
High-Resolution Image Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15733-15744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97142"}

@inproceedings{bb100383,
        AUTHOR = "Shi, Q.Y. and Qi, L. and Wu, J. and Bai, J. and Wang, J.B. and Tong, Y.H. and Li, X.T.",
        TITLE = "DreamRelation: Bridging Customization and Relation Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15723-15732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97143"}

@inproceedings{bb100384,
        AUTHOR = "Ma, X. and Yu, R. and Liu, S. and Fang, G. and Wang, X.C.",
        TITLE = "Diffusion Model is Effectively Its Own Teacher",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97144"}

@inproceedings{bb100385,
        AUTHOR = "Chu, B. and Xu, X. and Wang, X. and Zhang, Y.F. and You, W. and Zhou, L.",
        TITLE = "FIRE: Robust Detection of Diffusion-Generated Images via
Frequency-Guided Reconstruction Error",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12830-12839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97145"}

@inproceedings{bb100386,
        AUTHOR = "Li, S. and Kallidromitis, K. and Gokul, A. and Liao, Z. and Kato, Y. and Kozuka, K. and Grover, A.",
        TITLE = "OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13178-13188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97146"}

@inproceedings{bb100387,
        AUTHOR = "Kim, E. and Kim, S. and Park, M. and Entezari, R. and Yoon, S.",
        TITLE = "Rethinking Training for De-biasing Text-to-Image Generation:
Unlocking the Potential of Stable Diffusion",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13361-13370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97147"}

@inproceedings{bb100388,
        AUTHOR = "Xia, M.F. and Xue, N. and Shen, Y.J. and Yi, R. and Gong, T. and Liu, Y.J.",
        TITLE = "Rectified Diffusion Guidance for Conditional Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13371-13380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97148"}

@inproceedings{bb100389,
        AUTHOR = "Wang, Z.X. and Peng, D. and Chen, F. and Yang, Y.W. and Lei, Y.J.",
        TITLE = "Training-free Dense-Aligned Diffusion Guidance for Modular
Conditional Image Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13135-13145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97149"}

@inproceedings{bb100390,
        AUTHOR = "Jia, W.N. and Huang, M.Q. and Chen, N. and Zhang, L. and Mao, Z.D.",
        TITLE = "D2iT: Dynamic Diffusion Transformer for Accurate Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12860-12870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97150"}

@inproceedings{bb100391,
        AUTHOR = "Hu, Z.J. and Zhang, F. and Chen, L. and Kuang, K. and Li, J.H. and Gao, K. and Xiao, J. and Wang, X. and Zhu, W.W.",
        TITLE = "Towards Better Alignment: Training Diffusion Models with
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23604-23614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT97151"}

@inproceedings{bb100392,
        AUTHOR = "Ren, J. and Chen, K. and Cui, Y.Q. and Zeng, S. and Liu, H. and Xing, Y. and Tang, J. and Lyu, L.",
        TITLE = "Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion
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        YEAR = "2025",
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@inproceedings{bb100393,
        AUTHOR = "Huang, H. and Jin, X. and Miao, J.X. and Wu, Y.",
        TITLE = "Implicit Bias Injection Attacks against Text-to-Image Diffusion
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb100394,
        AUTHOR = "Wang, L.F. and Liu, D.Q. and Liu, X.C. and He, X.D.",
        TITLE = "Scaling Down Text Encoders of Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb100395,
        AUTHOR = "Ye, Z. and Chen, Z.Y. and Li, T.C. and Huang, Z. and Luo, W.J. and Qi, G.J.",
        TITLE = "Schedule On the Fly: Diffusion Time Prediction for Faster and Better
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23412-23422",
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@inproceedings{bb100396,
        AUTHOR = "Qiu, W.M. and Wang, J. and Tang, M.",
        TITLE = "Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar
Subjects",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb100397,
        AUTHOR = "Wang, C. and Fan, H. and Yang, H. and Karimi, S. and Yao, L. and Yang, Y.",
        TITLE = "Adapting Text-to-Image Generation with Feature Difference Instruction
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb100398,
        AUTHOR = "Liu, Y.P. and Liu, B.X. and Zhang, Y. and Hou, X.Z. and Song, G.L. and Liu, Y. and You, H.",
        TITLE = "See Further When Clear: Curriculum Consistency Model",
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@inproceedings{bb100399,
        AUTHOR = "Lee, B.H. and Lim, S. and Chun, S.Y.",
        TITLE = "Localized Concept Erasure for Text-to-Image Diffusion Models Using
Training-Free Gated Low-Rank Adaptation",
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        YEAR = "2025",
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Last update:Sep 10, 2025 at 12:00:25