@article{bb102100,
        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#TT98818"}

@article{bb102101,
        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#TT98819"}

@article{bb102102,
        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#TT98820"}

@inproceedings{bb102103,
        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#TT98821"}

@inproceedings{bb102104,
        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#TT98822"}

@inproceedings{bb102105,
        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#TT98823"}

@inproceedings{bb102106,
        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#TT98824"}

@inproceedings{bb102107,
        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#TT98825"}

@inproceedings{bb102108,
        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#TT98826"}

@inproceedings{bb102109,
        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#TT98827"}

@inproceedings{bb102110,
        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#TT98828"}

@inproceedings{bb102111,
        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#TT98829"}

@inproceedings{bb102112,
        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#TT98830"}

@inproceedings{bb102113,
        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#TT98831"}

@inproceedings{bb102114,
        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#TT98832"}

@inproceedings{bb102115,
        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#TT98833"}

@inproceedings{bb102116,
        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#TT98834"}

@inproceedings{bb102117,
        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#TT98835"}

@inproceedings{bb102118,
        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#TT98836"}

@inproceedings{bb102119,
        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#TT98837"}

@inproceedings{bb102120,
        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#TT98838"}

@inproceedings{bb102121,
        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#TT98839"}

@inproceedings{bb102122,
        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#TT98840"}

@inproceedings{bb102123,
        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#TT98841"}

@inproceedings{bb102124,
        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#TT98842"}

@inproceedings{bb102125,
        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#TT98843"}

@inproceedings{bb102126,
        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#TT98844"}

@inproceedings{bb102127,
        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#TT98845"}

@inproceedings{bb102128,
        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#TT98846"}

@inproceedings{bb102129,
        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#TT98847"}

@inproceedings{bb102130,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT98848"}

@inproceedings{bb102131,
        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#TT98849"}

@inproceedings{bb102132,
        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#TT98850"}

@inproceedings{bb102133,
        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#TT98851"}

@inproceedings{bb102134,
        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#TT98852"}

@article{bb102135,
        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#TT98853"}

@article{bb102136,
        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#TT98854"}

@article{bb102137,
        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#TT98855"}

@article{bb102138,
        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
to Image Generation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "9804-9813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98856"}

@inproceedings{bb102139,
        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#TT98857"}

@article{bb102140,
        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#TT98858"}

@article{bb102141,
        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#TT98859"}

@article{bb102142,
        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#TT98860"}

@article{bb102143,
        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#TT98861"}

@article{bb102144,
        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#TT98862"}

@article{bb102145,
        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#TT98863"}

@article{bb102146,
        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#TT98864"}

@article{bb102147,
        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#TT98865"}

@article{bb102148,
        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#TT98866"}

@article{bb102149,
        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#TT98867"}

@article{bb102150,
        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#TT98868"}

@inproceedings{bb102151,
        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#TT98869"}

@article{bb102152,
        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#TT98870"}

@inproceedings{bb102153,
        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#TT98871"}

@article{bb102154,
        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#TT98872"}

@article{bb102155,
        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#TT98873"}

@article{bb102156,
        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#TT98873"}

@article{bb102157,
        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#TT98874"}

@article{bb102158,
        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#TT98875"}

@article{bb102159,
        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#TT98876"}

@article{bb102160,
        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#TT98877"}

@article{bb102161,
        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#TT98878"}

@article{bb102162,
        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#TT98879"}

@article{bb102163,
        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#TT98880"}

@article{bb102164,
        AUTHOR = "Gan, Y. and Xiao, X.Y. and Xiang, T. and Wu, C.Q. and Ouyang, D.Q.",
        TITLE = "SFCM-AEG: Source-Free Cross-Modal Adversarial Example Generation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6262-6272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98881"}

@article{bb102165,
        AUTHOR = "Zhang, Z. and Zhang, S. and Shen, L. and Zhan, Y.B. and Luo, Y. and Hu, H. and Du, B. and Wen, Y.G. and Tao, D.C.",
        TITLE = "Aligning Text-to-Image Diffusion Models With Constrained
Reinforcement Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9550-9562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98882"}

@article{bb102166,
        AUTHOR = "Zhu, J.Y. and Ma, H.M. and Chen, J.S. and Yuan, J.",
        TITLE = "DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image
Generation Using Limited Data",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7012-7036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98883"}

@article{bb102167,
        AUTHOR = "Pan, Y.X. and Luo, T. and Li, Y.F. and Xing, W.P. and Chen, M.J. and Han, M.",
        TITLE = "The Safety Illusion? Testing the Boundaries of Concept Removal in
Diffusion Models",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6823-6837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98884"}

@article{bb102168,
        AUTHOR = "Yao, S.Y. and Sun, M.J. and Lim, E.G. and Yi, R. and Zhong, B.J. and Gabbouj, M.",
        TITLE = "Crucial-Diff: A Unified Diffusion Model for Crucial Image and
Annotation Synthesis in Data-Scarce Scenarios",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "7024-7036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98885"}

@article{bb102169,
        AUTHOR = "Liu, Y.P. and Huang, J.J. and Wen, S.P. and He, X. and Zhang, W. and Feng, Z.",
        TITLE = "CTIGEN-CDM: Controlled Text-to-Image Generation Using Cropped
Diffusion Models",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11849-11862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98886"}

@article{bb102170,
        AUTHOR = "Wang, H. and Liu, Z.T. and Sun, K. and Wang, X.D. and Shen, D.G. and Cui, Z.M.",
        TITLE = "3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable
and High-Quality Medical Image Generation",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4960-4972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98887"}

@article{bb102171,
        AUTHOR = "Wu, M.R. and Huang, O.C. and Ji, J.Y. and Liu, J.Z. and Sun, X.S. and Cao, L.J. and Ji, R.R.",
        TITLE = "TraDiffusion: Trajectory-Based Training-Free Image Generation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8570-8588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98888"}

@article{bb102172,
        AUTHOR = "Li, T.C. and Luo, W.J. and Chen, Z.Y. and Ma, L.Y. and Qi, G.J.",
        TITLE = "Self-Guidance: Boosting Flow and Diffusion Generation on Their Own",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "781-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98889"}

@article{bb102173,
        AUTHOR = "Xiang, X. and Zhou, W.H. and Zhu, H. and Li, Y. and Dai, G.J. and Lin, L.",
        TITLE = "EEG-driven natural image reconstruction with regional semantic
awareness",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98890"}

@article{bb102174,
        AUTHOR = "Chan, W.I. and Santo, H. and Matsushita, Y. and Okura, F.",
        TITLE = "Instance-wise distribution control of text-to-image diffusion models",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98891"}

@article{bb102175,
        AUTHOR = "Mao, Z.D. and Huang, M.Q. and Ding, F. and Liu, M.C. and He, Q. and Zhang, Y.D.",
        TITLE = "RealCustom++: Representing Images as Real Textual Word for Real-Time
Customization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2078-2095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98892"}

@inproceedings{bb102176,
        AUTHOR = "Huang, M.Q. and Mao, Z.D. and Liu, M.C. and He, Q. and Zhang, Y.D.",
        TITLE = "RealCustom: Narrowing Real Text Word for Real-Time Open-Domain
Text-to-Image Customization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7476-7485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98893"}

@inproceedings{bb102177,
        AUTHOR = "Park, C.Y. and Hu, Y.Y. and McCann, M.T. and Garcia Cardona, C. and Wohlberg, B. and Kamilov, U.S.",
        TITLE = "Plug-and-Play Priors as a Score-Based Method",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "49-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98894"}

@inproceedings{bb102178,
        AUTHOR = "Luo, Y. and Cao, T.W. and Wang, R. and Jin, L. and Liu, W.D. and Gao, D.H. and Liang, K.M. and Ma, Z.Y.",
        TITLE = "A Debiasing Framework For Attribute Binding In Diffusion-Based
Text-To-Image Generation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1684-1689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98895"}

@inproceedings{bb102179,
        AUTHOR = "Binici, K. and Acar, C. and Aggarwal, S. and Liu, S.Y. and Mitra, T.",
        TITLE = "Efficient Text-to-Image Generation: An Adaptive Step Schedule
Controller for Diffusion Models",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "355-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98896"}

@inproceedings{bb102180,
        AUTHOR = "Lee, S. and Choi, J. and Lim, S. and Kim, J. and Shim, H.J.",
        TITLE = "Scribble-Guided Diffusion for Training-Free Text-to-Image Generation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1121-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98897"}

@inproceedings{bb102181,
        AUTHOR = "Chen, B. and Wang, H. and Zhang, X.L. and Zhu, P.P.",
        TITLE = "FC-Render: Adaptive Font- and Color-Aware Text Diffusion Model",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2712-2717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98898"}

@inproceedings{bb102182,
        AUTHOR = "Chen, Z.Q. and Yang, Y.F.",
        TITLE = "DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Synthesis",
        BOOKTITLE = MVA25,
        YEAR = "2025",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98899"}

@inproceedings{bb102183,
        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#TT98900"}

@inproceedings{bb102184,
        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",
        PAGES = "12901-12911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98901"}

@inproceedings{bb102185,
        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#TT98902"}

@inproceedings{bb102186,
        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#TT98903"}

@inproceedings{bb102187,
        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#TT98904"}

@inproceedings{bb102188,
        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#TT98905"}

@inproceedings{bb102189,
        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#TT98906"}

@inproceedings{bb102190,
        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
Reinforcement Learning Against Sparse Rewards",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23604-23614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98907"}

@inproceedings{bb102191,
        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
Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28769-28778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98908"}

@inproceedings{bb102192,
        AUTHOR = "Huang, H.Y. and Jin, X. and Miao, J.X. and Wu, Y.",
        TITLE = "Implicit Bias Injection Attacks against Text-to-Image Diffusion
Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28779-28789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98909"}

@inproceedings{bb102193,
        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",
        PAGES = "18424-18433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98910"}

@inproceedings{bb102194,
        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
Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23412-23422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98911"}

@inproceedings{bb102195,
        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",
        PAGES = "23528-23538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98912"}

@inproceedings{bb102196,
        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
for Generic Image Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23539-23550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98913"}

@inproceedings{bb102197,
        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",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18103-18112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98914"}

@inproceedings{bb102198,
        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",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18596-18606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98915"}

@inproceedings{bb102199,
        AUTHOR = "Jang, S. and Choi, J.S. and Jo, J. and Lee, K. and Hwang, S.J.",
        TITLE = "Silent Branding Attack: Trigger-free Data Poisoning Attack on
Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8203-8212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98916"}

Last update:Jan 16, 2026 at 20:03:35