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        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#TT98122"}

@inproceedings{bb101401,
        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#TT98123"}

@inproceedings{bb101402,
        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#TT98124"}

@inproceedings{bb101403,
        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#TT98125"}

@inproceedings{bb101404,
        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#TT98126"}

@inproceedings{bb101405,
        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#TT98127"}

@inproceedings{bb101406,
        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#TT98128"}

@inproceedings{bb101407,
        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#TT98129"}

@inproceedings{bb101408,
        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#TT98130"}

@inproceedings{bb101409,
        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#TT98131"}

@article{bb101410,
        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#TT98132"}

@article{bb101411,
        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#TT98133"}

@article{bb101412,
        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#TT98134"}

@article{bb101413,
        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#TT98135"}

@inproceedings{bb101414,
        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#TT98136"}

@article{bb101415,
        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#TT98137"}

@article{bb101416,
        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#TT98138"}

@article{bb101417,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98139"}

@inproceedings{bb101418,
        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
Synthesis",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6818-6828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98140"}

@article{bb101419,
        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#TT98141"}

@article{bb101420,
        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#TT98142"}

@article{bb101421,
        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#TT98143"}

@article{bb101422,
        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#TT98144"}

@article{bb101423,
        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#TT98145"}

@article{bb101424,
        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#TT98146"}

@article{bb101425,
        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#TT98147"}

@article{bb101426,
        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#TT98148"}

@article{bb101427,
        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#TT98149"}

@inproceedings{bb101428,
        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#TT98150"}

@article{bb101429,
        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#TT98151"}

@inproceedings{bb101430,
        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#TT98152"}

@article{bb101431,
        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#TT98153"}

@article{bb101432,
        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#TT98154"}

@article{bb101433,
        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#TT98154"}

@article{bb101434,
        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#TT98155"}

@article{bb101435,
        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#TT98156"}

@article{bb101436,
        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#TT98157"}

@article{bb101437,
        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#TT98158"}

@article{bb101438,
        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#TT98159"}

@article{bb101439,
        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#TT98160"}

@article{bb101440,
        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#TT98161"}

@article{bb101441,
        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#TT98162"}

@article{bb101442,
        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#TT98163"}

@article{bb101443,
        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#TT98164"}

@article{bb101444,
        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#TT98165"}

@article{bb101445,
        AUTHOR = "Taghipour, A. and Ghahremani, M. and Bennamoun, M. and Rekavandi, A.M. and Laga, H. and Boussaid, F.",
        TITLE = "Box It to Bind It: Unified Layout Control and Attribute Binding in
Text-to-Image Diffusion Models",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8393-8407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98166"}

@article{bb101446,
        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#TT98167"}

@inproceedings{bb101447,
        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#TT98168"}

@inproceedings{bb101448,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98169"}

@inproceedings{bb101449,
        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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@inproceedings{bb101450,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98171"}

@inproceedings{bb101451,
        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",
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        YEAR = "2025",
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@inproceedings{bb101452,
        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#TT98173"}

@inproceedings{bb101453,
        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#TT98174"}

@inproceedings{bb101454,
        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#TT98175"}

@inproceedings{bb101455,
        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#TT98176"}

@inproceedings{bb101456,
        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#TT98177"}

@inproceedings{bb101457,
        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#TT98178"}

@inproceedings{bb101458,
        AUTHOR = "Huang, H. 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#TT98179"}

@inproceedings{bb101459,
        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#TT98180"}

@inproceedings{bb101460,
        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#TT98181"}

@inproceedings{bb101461,
        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#TT98182"}

@inproceedings{bb101462,
        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#TT98183"}

@inproceedings{bb101463,
        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#TT98184"}

@inproceedings{bb101464,
        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#TT98185"}

@inproceedings{bb101465,
        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#TT98186"}

@inproceedings{bb101466,
        AUTHOR = "Wang, Z.L. and Guo, J.F. and Zhu, J.C. and Li, Y.M. and Huang, H. and Chen, M. and Tu, Z.Z.",
        TITLE = "SleeperMark: Towards Robust Watermark against Fine-Tuning
Text-to-image Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8213-8224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98187"}

@inproceedings{bb101467,
        AUTHOR = "Duan, L. and Zhao, S.S. and Yan, W.J. and Li, Y. and Chen, Q.G. and Xu, Z. and Luo, W.H. and Zhang, K. and Gong, M.M. and Xia, G.S.",
        TITLE = "UNIC-Adapter: Unified Image-Instruction Adapter with Multi-Modal
Transformer for Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7963-7973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98188"}

@inproceedings{bb101468,
        AUTHOR = "Pan, S. and Tuzi, G. and Sreeram, S. and Gope, D.",
        TITLE = "Data-Free Group-Wise Fully Quantized Winograd Convolution via
Learnable Scales",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4091-4100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98189"}

@inproceedings{bb101469,
        AUTHOR = "Dombrowski, M. and Zhang, W.T. and Cechnicka, S. and Reynaud, H. and Kainz, B.",
        TITLE = "Image Generation Diversity Issues and How to Tame Them",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "3029-3039",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98190"}

@inproceedings{bb101470,
        AUTHOR = "Wang, X. and Li, H.Z. and Fang, H. and Peng, Y.C. and Xie, H.R. and Yang, X. and Li, C.T.",
        TITLE = "LineArt: A Knowledge-guided Training-free High-quality Appearance
Transfer for Design Drawing with Diffusion Model",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2912-2923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98191"}

@inproceedings{bb101471,
        AUTHOR = "Kwon, M. and Kim, S.S. and Jeong, J. and Hsiao, Y.T. and Uh, Y.",
        TITLE = "TCFG: Tangential Damping Classifier-free Guidance",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2620-2629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98192"}

@inproceedings{bb101472,
        AUTHOR = "Wu, B. and Shi, W. and Wang, J.Q. and Ye, M.",
        TITLE = "Synthetic Data is an Elegant GIFT for Continual Vision-Language
Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2813-2823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98193"}

@inproceedings{bb101473,
        AUTHOR = "Zhang, X. and Jiang, R.X. and Willett, R. and Maire, M.",
        TITLE = "Nested Diffusion Models Using Hierarchical Latent Priors",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2502-2512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98194"}

@inproceedings{bb101474,
        AUTHOR = "Srivatsan, K. and Shamshad, F. and Naseer, M. and Patel, V.M. and Nandakumar, K.",
        TITLE = "STEREO: A Two-Stage Framework for Adversarially Robust Concept
Erasing from Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23765-23774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98195"}

@inproceedings{bb101475,
        AUTHOR = "Miao, B.M. and Li, C.X. and Wang, X.X. and Zhang, A. and Sun, R. and Wang, Z.Z. and Zhu, Y.",
        TITLE = "Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image
Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23575-23584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98196"}

@inproceedings{bb101476,
        AUTHOR = "Cha, S. and Lee, K. and Kim, Y.C. and Oh, H.W. and Kim, D.J.",
        TITLE = "VerbDiff: Text-Only Diffusion Models with Enhanced Interaction
Awareness",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8041-8050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98197"}

@inproceedings{bb101477,
        AUTHOR = "Dang, M. and Singh, A. and Zhou, L.Q. and Ermon, S. and Song, J.M.",
        TITLE = "Personalized Preference Fine-tuning of Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8020-8030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98198"}

@inproceedings{bb101478,
        AUTHOR = "Li, S.M. and Wang, L. and Wang, K. and Liu, T. and Xie, J. and van de Weijer, J. and Khan, F.S. and Yang, S.Q. and Wang, Y.X. and Yang, J.",
        TITLE = "One-Way Ticket: Time-Independent Unified Encoder for Distilling
Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23563-23574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98199"}

@inproceedings{bb101479,
        AUTHOR = "Li, Z.J. and Li, H. and Shi, Y.C. and Farimani, A.B. and Kluger, Y. and Yang, L.J. and Wang, P.",
        TITLE = "Dual Diffusion for Unified Image Generation and Understanding",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2779-2790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98200"}

@inproceedings{bb101480,
        AUTHOR = "Thakral, K. and Glaser, T. and Hassner, T. and Vatsa, M. and Singh, R.",
        TITLE = "Fine-Grained Erasure in Text-To-Image Diffusion-Based Foundation
Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9121-9130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98201"}

@inproceedings{bb101481,
        AUTHOR = "Bernal Berdun, E. and Serrano, A. and Masia, B. and Gadelha, M. and Hold Geoffroy, Y. and Sun, X. and Gutierrez, D.",
        TITLE = "PreciseCam: Precise Camera Control for Text-to-Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2724-2733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98202"}

@inproceedings{bb101482,
        AUTHOR = "Parihar, R. and Agrawal, V. and VS, S. and Babu, R.V.",
        TITLE = "Compass Control: Multi Object Orientation Control for Text-to-Image
Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2791-2801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98203"}

@inproceedings{bb101483,
        AUTHOR = "Jiang, J.X. and Zhang, Y. and Feng, K. and Wu, X.H. and Li, W.B. and Pei, R. and Li, F. and Zuo, W.M.",
        TITLE = "MC2: Multi-concept Guidance for Customized Multi-concept Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2802-2812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98204"}

@inproceedings{bb101484,
        AUTHOR = "Shimoda, W. and Inoue, N. and Haraguchi, D. and Mitani, H. and Uchida, S. and Yamaguchi, K.",
        TITLE = "Type-R: Automatically Retouching Typos for Text-to-Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2745-2754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98205"}

@inproceedings{bb101485,
        AUTHOR = "Schusterbauer, J. and Gui, M. and Fundel, F. and Ommer, B.",
        TITLE = "Diff2Flow: Training Flow Matching Models via Diffusion Model
Alignment",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28347-28357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98206"}

@inproceedings{bb101486,
        AUTHOR = "Han, J. and Kwon, D. and Lee, G. and Kim, J. and Choi, J.",
        TITLE = "Enhancing Creative Generation on Stable Diffusion-based Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28609-28618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98207"}

@inproceedings{bb101487,
        AUTHOR = "Sehwag, V. and Kong, X.H. and Li, J.T. and Spranger, M. and Lyu, L.",
        TITLE = "Stretching Each Dollar: Diffusion Training from Scratch on a
Micro-Budget",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28596-28608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98208"}

@inproceedings{bb101488,
        AUTHOR = "Lu, Y.H. and Wang, Q.C. and Cao, H. and Wang, X. and Xu, X.Y. and Zhang, M.",
        TITLE = "InPO: Inversion Preference Optimization with Reparametrized DDIM for
Efficient Diffusion Model Alignment",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28629-28639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98209"}

@inproceedings{bb101489,
        AUTHOR = "Tang, B. and Zheng, B.Y. and Paul, S. and Xie, S.",
        TITLE = "Exploring the Deep Fusion of Large Language Models and Diffusion
Transformers for Text-to-Image Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28586-28595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98210"}

@inproceedings{bb101490,
        AUTHOR = "Zhang, X.X. and Wen, S. and Han, L. and Juefei Xu, F. and Srivastava, A. and Huang, J.Z. and Pavlovic, V. and Wang, H. and Tao, M. and Metaxas, D.N.",
        TITLE = "SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4665-4682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98211"}

@inproceedings{bb101491,
        AUTHOR = "Zeng, Y. and Suganuma, M. and Okatani, T.",
        TITLE = "Inverting the Generation Process of Denoising Diffusion Implicit Models:
Empirical Evaluation and a Novel Method",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4516-4524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98212"}

@inproceedings{bb101492,
        AUTHOR = "Lee, H. and Lee, H.S. and Gye, S. and Kim, J.",
        TITLE = "Beta Sampling is All You Need: Efficient Image Generation Strategy
for Diffusion Models Using Stepwise Spectral Analysis",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4215-4224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98213"}

@inproceedings{bb101493,
        AUTHOR = "Patel, Z. and Serkh, K.",
        TITLE = "Enhancing Image Layout Control with Loss-Guided Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3916-3924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98214"}

@inproceedings{bb101494,
        AUTHOR = "Jun, Y. and Park, J. and Choo, K. and Choi, T.E. and Hwang, S.J.",
        TITLE = "Disentangling Disentangled Representations: Towards Improved Latent
Units via Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3559-3569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98215"}

@inproceedings{bb101495,
        AUTHOR = "Adaloglou, N. and Kaiser, T. and Michels, F. and Kollmann, M.",
        TITLE = "Rethinking Cluster-Conditioned Diffusion Models for Label-Free Image
Synthesis",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3603-3613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98216"}

@inproceedings{bb101496,
        AUTHOR = "Marjit, S. and Singh, H. and Mathur, N. and Paul, S. and Yu, C.M. and Chen, P.Y.",
        TITLE = "DiffuseKronA: A Parameter Efficient Fine-tuning Method for
Personalized Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3529-3538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98217"}

@inproceedings{bb101497,
        AUTHOR = "Theiss, J. and Muller, N. and Kim, D. and Prakash, A.",
        TITLE = "Multi-View Image Diffusion via Coordinate Noise and Fourier Attention",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4310-4319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98218"}

@inproceedings{bb101498,
        AUTHOR = "Arrabi, A. and Zhang, X.H. and Sultani, W. and Chen, C. and Wshah, S.",
        TITLE = "Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and
Text Guidance",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "5356-5366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98219"}

@inproceedings{bb101499,
        AUTHOR = "Li, S.J. and Zanjani, F.G. and Yahia, H.B. and Asano, Y. and Gall, J. and Habibian, A.",
        TITLE = "Valid: Variable-Length Input Diffusion for Novel View Synthesis",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "2240-2249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT98220"}

Last update:Dec 7, 2025 at 16:47:52