@inproceedings{bb105000,
        AUTHOR = "Kim, C. and Min, K. and Patel, M. and Cheng, S. and Yang, Y.Z.",
        TITLE = "WOUAF: Weight Modulation for User Attribution and Fingerprinting in
Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8974-8983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101700"}

@inproceedings{bb105001,
        AUTHOR = "Kwon, G. and Jenni, S. and Li, D.Z. and Lee, J.Y. and Ye, J.C. and Heilbron, F.C.",
        TITLE = "Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8880-8889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101701"}

@inproceedings{bb105002,
        AUTHOR = "Koley, S. and Bhunia, A.K. and Sain, A. and Chowdhury, P.N. and Xiang, T. and Song, Y.Z.",
        TITLE = "Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16826-16837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101702"}

@inproceedings{bb105003,
        AUTHOR = "Zhao, L. and Zhao, T.C. and Lin, Z. and Ning, X.F. and Dai, G.H. and Yang, H.Z. and Wang, Y.",
        TITLE = "FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image
Diffusion Generative Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16122-16131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101703"}

@inproceedings{bb105004,
        AUTHOR = "Azarian, K. and Das, D. and Hou, Q.Q. and Porikli, F.M.",
        TITLE = "Segmentation-Free Guidance for Text-to-Image Diffusion Models",
        BOOKTITLE = GCV24,
        YEAR = "2024",
        PAGES = "7520-7529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101704"}

@inproceedings{bb105005,
        AUTHOR = "Xu, Y. and Zhao, Y. and Xiao, Z.S. and Hou, T.B.",
        TITLE = "UFOGen: You Forward Once Large Scale Text-to-Image Generation via
Diffusion GANs",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8196-8206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101705"}

@inproceedings{bb105006,
        AUTHOR = "Huang, R.H. and Han, J.H. and Lu, G.S. and Liang, X.D. and Zeng, Y.H. and Zhang, W. and Xu, H.",
        TITLE = "DiffDis: Empowering Generative Diffusion Model with Cross-Modal
Discrimination Capability",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15667-15677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101706"}

@inproceedings{bb105007,
        AUTHOR = "Yang, X.Y. and Wang, X.C.",
        TITLE = "Diffusion Model as Representation Learner",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18892-18903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101707"}

@inproceedings{bb105008,
        AUTHOR = "Nair, N.G. and Cherian, A. and Lohit, S. and Wang, Y. and Koike Akino, T. and Patel, V.M. and Marks, T.K.",
        TITLE = "Steered Diffusion: A Generalized Framework for Plug-and-Play
Conditional Image Synthesis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "20793-20803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101708"}

@inproceedings{bb105009,
        AUTHOR = "Wang, Z.D. and Bao, J.M. and Zhou, W.G. and Wang, W. and Hu, H. and Chen, H. and Li, H.Q.",
        TITLE = "DIRE for Diffusion-Generated Image Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22388-22398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101709"}

@inproceedings{bb105010,
        AUTHOR = "Hong, S. and Lee, G. and Jang, W. and Kim, S.",
        TITLE = "Improving Sample Quality of Diffusion Models Using Self-Attention
Guidance",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7428-7437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101710"}

@inproceedings{bb105011,
        AUTHOR = "Feng, B.T. and Smith, J. and Rubinstein, M. and Chang, H. and Bouman, K.L. and Freeman, W.T.",
        TITLE = "Score-Based Diffusion Models as Principled Priors for Inverse Imaging",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "10486-10497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101711"}

@inproceedings{bb105012,
        AUTHOR = "Zhang, L. and Rao, A. and Agrawala, M.",
        TITLE = "Adding Conditional Control to Text-to-Image Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "3813-3824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101712"}

@inproceedings{bb105013,
        AUTHOR = "Zhao, W.L. and Rao, Y.M. and Liu, Z. and Liu, B. and Zhou, J. and Lu, J.W.",
        TITLE = "Unleashing Text-to-Image Diffusion Models for Visual Perception",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5706-5716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101713"}

@inproceedings{bb105014,
        AUTHOR = "Wu, Q.C. and Liu, Y.J. and Zhao, H. and Bui, T. and Lin, Z. and Zhang, Y. and Chang, S.Y.",
        TITLE = "Harnessing the Spatial-Temporal Attention of Diffusion Models for
High-Fidelity Text-to-Image Synthesis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7732-7742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101714"}

@inproceedings{bb105015,
        AUTHOR = "Zhao, J. and Zheng, H. and Wang, C. and Lan, L. and Yang, W.J.",
        TITLE = "MagicFusion: Boosting Text-to-Image Generation Performance by Fusing
Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22535-22545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101715"}

@inproceedings{bb105016,
        AUTHOR = "Kumari, N. and Zhang, B.L. and Wang, S.Y. and Shechtman, E. and Zhang, R. and Zhu, J.Y.",
        TITLE = "Ablating Concepts in Text-to-Image Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22634-22645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101716"}

@inproceedings{bb105017,
        AUTHOR = "Schwartz, I. and Snæbjarnarson, V. and Chefer, H. and Belongie, S. and Wolf, L. and Benaim, S.",
        TITLE = "Discriminative Class Tokens for Text-to-Image Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22668-22678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101717"}

@inproceedings{bb105018,
        AUTHOR = "Patashnik, O. and Garibi, D. and Azuri, I. and Averbuch Elor, H. and Cohen Or, D.",
        TITLE = "Localizing Object-level Shape Variations with Text-to-Image Diffusion
Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22994-23004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101718"}

@inproceedings{bb105019,
        AUTHOR = "Schramowski, P. and Brack, M. and Deiseroth, B. and Kersting, K.",
        TITLE = "Safe Latent Diffusion: Mitigating Inappropriate Degeneration in
Diffusion Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "22522-22531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101719"}

@inproceedings{bb105020,
        AUTHOR = "Chen, C. and Liu, D. and Ma, S.Q. and Nepal, S. and Xu, C.",
        TITLE = "Private Image Generation with Dual-Purpose Auxiliary Classifier",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20361-20370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101720"}

@inproceedings{bb105021,
        AUTHOR = "Zhang, Q.S. and Song, J.M. and Huang, X. and Chen, Y.X. and Liu, M.Y.",
        TITLE = "DiffCollage: Parallel Generation of Large Content with Diffusion
Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10188-10198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101721"}

@inproceedings{bb105022,
        AUTHOR = "Phung, H. and Dao, Q. and Tran, A.",
        TITLE = "Wavelet Diffusion Models are fast and scalable Image Generators",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10199-10208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101722"}

@inproceedings{bb105023,
        AUTHOR = "Kim, S.W. and Brown, B. and Yin, K.X. and Kreis, K. and Schwarz, K. and Li, D. and Rombach, R. and Torralba, A. and Fidler, S.",
        TITLE = "NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion
Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8496-8506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101723"}

@inproceedings{bb105024,
        AUTHOR = "Zhu, Y.Z. and Li, Z.H. and Wang, T.W. and He, M.C. and Yao, C.",
        TITLE = "Conditional Text Image Generation with Diffusion Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14235-14244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101724"}

@inproceedings{bb105025,
        AUTHOR = "Zhou, Y.F. and Liu, B.C. and Zhu, Y.Z. and Yang, X. and Chen, C.Y. and Xu, J.H.",
        TITLE = "Shifted Diffusion for Text-to-image Generation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10157-10166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101725"}

@inproceedings{bb105026,
        AUTHOR = "Li, M.H. and Duan, Y.Q. and Zhou, J. and Lu, J.W.",
        TITLE = "Diffusion-SDF: Text-to-Shape via Voxelized Diffusion",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12642-12651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101726"}

@inproceedings{bb105027,
        AUTHOR = "Wu, Q.C. and Liu, Y.J. and Zhao, H. and Kale, A. and Bui, T. and Yu, T. and Lin, Z. and Zhang, Y. and Chang, S.Y.",
        TITLE = "Uncovering the Disentanglement Capability in Text-to-Image Diffusion
Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1900-1910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101727"}

@inproceedings{bb105028,
        AUTHOR = "Jain, A. and Xie, A. and Abbeel, P.",
        TITLE = "VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1911-1920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101728"}

@inproceedings{bb105029,
        AUTHOR = "Kumari, N. and Zhang, B.L. and Zhang, R. and Shechtman, E. and Zhu, J.Y.",
        TITLE = "Multi-Concept Customization of Text-to-Image Diffusion",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1931-1941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101729"}

@inproceedings{bb105030,
        AUTHOR = "Ruiz, N. and Li, Y.Z. and Jampani, V. and Pritch, Y. and Rubinstein, M. and Aberman, K.",
        TITLE = "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for
Subject-Driven Generation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "22500-22510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101730"}

@inproceedings{bb105031,
        AUTHOR = "Liu, X.H. and Park, D.H. and Azadi, S. and Zhang, G. and Chopikyan, A. and Hu, Y.X. and Shi, H. and Rohrbach, A. and Darrell, T.J.",
        TITLE = "More Control for Free! Image Synthesis with Semantic Diffusion
Guidance",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "289-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101731"}

@inproceedings{bb105032,
        AUTHOR = "Pan, Z.H. and Zhou, X. and Tian, H.",
        TITLE = "Arbitrary Style Guidance for Enhanced Diffusion-Based Text-to-Image
Generation",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4450-4460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101732"}

@inproceedings{bb105033,
        AUTHOR = "Gu, S.Y. and Chen, D. and Bao, J.M. and Wen, F. and Zhang, B. and Chen, D.D. and Yuan, L. and Guo, B.N.",
        TITLE = "Vector Quantized Diffusion Model for Text-to-Image Synthesis",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10686-10696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101733"}

@inproceedings{bb105034,
        AUTHOR = "Jing, B. and Corso, G. and Berlinghieri, R. and Jaakkola, T.",
        TITLE = "Subspace Diffusion Generative Models",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:274-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101734"}

@inproceedings{bb105035,
        AUTHOR = "Han, L.G. and Li, Y.X. and Zhang, H. and Milanfar, P. and Metaxas, D.N. and Yang, F.",
        TITLE = "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7289-7300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101735"}

@inproceedings{bb105036,
        AUTHOR = "Nair, N.G. and Bandara, W.G.C. and Patel, V.M.",
        TITLE = "Unite and Conquer: Plug and Play Multi-Modal Synthesis Using
Diffusion Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6070-6079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101736"}

@inproceedings{bb105037,
        AUTHOR = "Zheng, G. and Li, S.M. and Wang, H. and Yao, T.P. and Chen, Y. and Ding, S.H. and Li, X.",
        TITLE = "Entropy-Driven Sampling and Training Scheme for Conditional Diffusion
Generation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXII:754-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101737"}

@article{bb105038,
        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/describe489leadift2i5.html#TT101738"}

@article{bb105039,
        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/describe489leadift2i5.html#TT101739"}

@article{bb105040,
        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/describe489leadift2i5.html#TT101740"}

@article{bb105041,
        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/describe489leadift2i5.html#TT101741"}

@article{bb105042,
        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/describe489leadift2i5.html#TT101742"}

@article{bb105043,
        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/describe489leadift2i5.html#TT101743"}

@article{bb105044,
        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/describe489leadift2i5.html#TT101744"}

@article{bb105045,
        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/describe489leadift2i5.html#TT101745"}

@article{bb105046,
        AUTHOR = "Zhang, Z. and Shen, L. and Zhang, S. and Ye, D. and Luo, Y. and Shi, M.J. and Shan, D.J. and Du, B. and Tao, D.C.",
        TITLE = "Aligning Few-Step Diffusion Models With Dense Reward Difference
Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7375-7386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101746"}

@article{bb105047,
        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/describe489leadift2i5.html#TT101747"}

@article{bb105048,
        AUTHOR = "Xiang, X. and Zhou, W.H. and Zhu, H.N. and Li, Y. and Dai, G.J. and Lin, L.",
        TITLE = "EEG-driven natural image reconstruction with regional semantic
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        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "112589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101748"}

@article{bb105049,
        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/describe489leadift2i5.html#TT101749"}

@inproceedings{bb105050,
        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/describe489leadift2i5.html#TT101750"}

@article{bb105051,
        AUTHOR = "Ni, Z. and Wang, Y.L. and Hua, Y. and Zhou, R.P. and Guo, J.Y. and Song, J. and Zheng, B. and Huang, G.",
        TITLE = "AdaGen: Learning Adaptive Policy for Image Synthesis",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2695-2713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101751"}

@article{bb105052,
        AUTHOR = "Guo, J. and Chen, H.J. and Wang, Q.F. and Chen, Y. and Cheng, G.L. and Wu, F.Y. and Lim, E.G.",
        TITLE = "EmoSENSE: Modeling Sentiment-Semantic Knowledge With Hierarchical
Reinforcement Learning for Emotional Image Generation",
        JOURNAL = AffCom,
        VOLUME = "17",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1806-1822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101752"}

@article{bb105053,
        AUTHOR = "Fuest, M. and Ma, P. and Gui, M. and Schusterbauer, J. and Hu, V.T. and Ommer, B.",
        TITLE = "Diffusion Models and Representation Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7209-7228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101753"}

@article{bb105054,
        AUTHOR = "Wang, Y.B. and Hong, X.P. and Ma, Z.H. and Su, Z. and Zhang, J.P. and Huang, Z.W.",
        TITLE = "Continual Conceptual Entity Learning for Text-to-Image Generative
Models",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "5785-5797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101754"}

@article{bb105055,
        AUTHOR = "Dubey, A. and Sharma, M. and Kancharla, P.",
        TITLE = "Selective subspace unlearning for text to image diffusion models",
        JOURNAL = PRL,
        VOLUME = "207",
        YEAR = "2026",
        PAGES = "260-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101755"}

@article{bb105056,
        AUTHOR = "Zhu, Y.F. and Wang, C.J. and Dong, X.H.",
        TITLE = "UMDM-USG: A unified multi-view diffusion model for underwater scene
generation via cross-view representation alignment",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101756"}

@inproceedings{bb105057,
        AUTHOR = "Song, J. and Choi, J.Y. and Baek, K. and Lee, S. and Park, D. and Yoon, S.",
        TITLE = "DCText: Scheduled Attention Masking for Visual Text Generation via
Divide-and-Conquer Strategy",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "4305-4314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101757"}

@inproceedings{bb105058,
        AUTHOR = "Dong, S. and Shaheen, I. and Shen, M. and Mallick, R. and Bargal, S.A.",
        TITLE = "ViSTA: Visual Storytelling using Multi-modal Adapters for
Text-to-Image Diffusion Models",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "12-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101758"}

@inproceedings{bb105059,
        AUTHOR = "Hu, Z.J. and Zhang, F.D. 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/describe489leadift2i5.html#TT101759"}

@inproceedings{bb105060,
        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/describe489leadift2i5.html#TT101760"}

@inproceedings{bb105061,
        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/describe489leadift2i5.html#TT101761"}

@inproceedings{bb105062,
        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/describe489leadift2i5.html#TT101762"}

@inproceedings{bb105063,
        AUTHOR = "Zhang, J.Y. and Zhou, Y.F. and Gu, J.X. and Wigington, C. and Yu, T. and Chen, Y.R. and Sun, T. and Zhang, R.",
        TITLE = "ARTIST: Improving the Generation of Text-Rich Images with
Disentangled Diffusion Models and Large Language Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1268-1278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101763"}

@inproceedings{bb105064,
        AUTHOR = "Butt, M.A. and Wang, K. and Vazquez Corral, J. and van de Weijer, J.",
        TITLE = "ColorPeel: Color Prompt Learning with Diffusion Models via Color and
Shape Disentanglement",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "VII: 456-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101764"}

@inproceedings{bb105065,
        AUTHOR = "Zhang, D.J.H. and Xu, M. and Wu, J.Z.J. and Xue, C. and Zhang, W.Q. and Han, X.G. and Bai, S. and Shou, M.Z.",
        TITLE = "Free-atm: Harnessing Free Attention Masks for Representation Learning
on Diffusion-generated Images",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XL: 465-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101765"}

@inproceedings{bb105066,
        AUTHOR = "Hudson, D.A. and Zoran, D. and Malinowski, M. and Lampinen, A.K. and Jaegle, A. and McClelland, J.L. and Matthey, L. and Hill, F. and Lerchner, A.",
        TITLE = "SODA: Bottleneck Diffusion Models for Representation Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23115-23127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101766"}

@inproceedings{bb105067,
        AUTHOR = "Miao, Z.C. and Wang, J. and Wang, Z. and Yang, Z.Y. and Wang, L.J. and Qiu, Q. and Liu, Z.C.",
        TITLE = "Training Diffusion Models Towards Diverse Image Generation with
Reinforcement Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "10844-10853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101767"}

@inproceedings{bb105068,
        AUTHOR = "Zhu, R. and Pan, Y.W. and Li, Y. and Yao, T. and Sun, Z.L. and Mei, T. and Chen, C.W.",
        TITLE = "SD-DiT: Unleashing the Power of Self-Supervised Discrimination in
Diffusion Transformer*",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8435-8445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101768"}

@inproceedings{bb105069,
        AUTHOR = "Deng, F. and Wang, Q.F. and Wei, W. and Hou, T.B. and Grundmann, M.",
        TITLE = "PRDP: Proximal Reward Difference Prediction for Large-Scale Reward
Finetuning of Diffusion Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7423-7433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101769"}

@inproceedings{bb105070,
        AUTHOR = "Yu, Y.Y. and Liu, B.Z. and Zheng, C.X. and Xu, X.M. and He, S.F. and Zhang, H.D.",
        TITLE = "Beyond Textual Constraints: Learning Novel Diffusion Conditions with
Fewer Examples",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7109-7118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101770"}

@inproceedings{bb105071,
        AUTHOR = "Dalva, Y. and Yanardag, P.",
        TITLE = "NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery
of Interpretable Directions in Diffusion Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24209-24218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101771"}

@inproceedings{bb105072,
        AUTHOR = "Luo, G. and Darrell, T.J. and Wang, O. and Goldman, D.B. and Holynski, A.",
        TITLE = "Readout Guidance: Learning Control from Diffusion Features",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8217-8227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101772"}

@inproceedings{bb105073,
        AUTHOR = "Wallace, B. and Dang, M. and Rafailov, R. and Zhou, L.Q. and Lou, A. and Purushwalkam, S. and Ermon, S. and Xiong, C.M. and Joty, S. and Naik, N.",
        TITLE = "Diffusion Model Alignment Using Direct Preference Optimization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8228-8238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101773"}

@inproceedings{bb105074,
        AUTHOR = "Gokaslan, A. and Cooper, A.F. and Collins, J. and Seguin, L. and Jacobson, A. and Patel, M. and Frankle, J. and Stephenson, C. and Kuleshov, V.",
        TITLE = "Common Canvas: Open Diffusion Models Trained on Creative-Commons Images",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8250-8260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101774"}

@inproceedings{bb105075,
        AUTHOR = "Mo, W. and Zhang, T.Y. and Bai, Y. and Su, B. and Wen, J.R. and Yang, Q.",
        TITLE = "Dynamic Prompt Optimizing for Text-to-Image Generation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26617-26626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101775"}

@inproceedings{bb105076,
        AUTHOR = "Zhang, G. and Wang, K. and Xu, X.Q. and Wang, Z.Y. and Shi, H.",
        TITLE = "Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models",
        BOOKTITLE = WhatNext24,
        YEAR = "2024",
        PAGES = "1755-1764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101776"}

@inproceedings{bb105077,
        AUTHOR = "Qi, T.H. and Fang, S.C. and Wu, Y.Z. and Xie, H.T. and Liu, J.W. and Chen, L. and He, Q. and Zhang, Y.D.",
        TITLE = "DEADiff: An Efficient Stylization Diffusion Model with Disentangled
Representations",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8693-8702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101777"}

@inproceedings{bb105078,
        AUTHOR = "Patel, M. and Kim, C. and Cheng, S. and Baral, C. and Yang, Y.Z.",
        TITLE = "ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image
Generations",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9069-9078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101778"}

@inproceedings{bb105079,
        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/describe489leadift2i5.html#TT101779"}

@inproceedings{bb105080,
        AUTHOR = "Li, C. and Qi, Y. and Zeng, Q.T. and Lu, L.",
        TITLE = "Comparison of Image Generation methods based on Diffusion Models",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101780"}

@inproceedings{bb105081,
        AUTHOR = "Sehwag, V. and Hazirbas, C. and Gordo, A. and Ozgenel, F. and Ferrer, C.C.",
        TITLE = "Generating High Fidelity Data from Low-density Regions using
Diffusion Models",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11482-11491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489leadift2i5.html#TT101781"}

@article{bb105082,
        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/describe489laydift2i6.html#TT101782"}

@inproceedings{bb105083,
        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/describe489laydift2i6.html#TT101783"}

@article{bb105084,
        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/describe489laydift2i6.html#TT101784"}

@article{bb105085,
        AUTHOR = "Zhu, J.Y. and Ma, H.M. and Chen, J.S. and Yuan, J.",
        TITLE = "Object Detection Data Synthesis via Box-to-Image Generation Based on
Diffusion Models",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "557-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101785"}

@inproceedings{bb105086,
        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/describe489laydift2i6.html#TT101786"}

@inproceedings{bb105087,
        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/describe489laydift2i6.html#TT101787"}

@inproceedings{bb105088,
        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/describe489laydift2i6.html#TT101788"}

@inproceedings{bb105089,
        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/describe489laydift2i6.html#TT101789"}

@inproceedings{bb105090,
        AUTHOR = "Guo, D.F. and Agarwal, S. and Lin, Y.H. and Kao, J.Y. and Chung, T. and Peng, N. and Bansal, M.",
        TITLE = "Improving Faithfulness of Text-to-Image Diffusion Models through
Inference Intervention",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4077-4086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101790"}

@inproceedings{bb105091,
        AUTHOR = "Wang, Y.L. and Chen, Z.Y. and Zhong, L.J. and Ding, Z. and Tu, Z.W.",
        TITLE = "Dolfin: Diffusion Layout Transformers Without Autoencoder",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LI: 326-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101791"}

@inproceedings{bb105092,
        AUTHOR = "Iwai, S. and Osanai, A. and Kitada, S. and Omachi, S.",
        TITLE = "Layout-corrector: Alleviating Layout Sticking Phenomenon in Discrete
Diffusion Model",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIV: 92-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101792"}

@inproceedings{bb105093,
        AUTHOR = "Shabani, M.A. and Wang, Z.W. and Liu, D. and Zhao, N.X. and Yang, J. and Furukawa, Y.",
        TITLE = "Visual Layout Composer: Image-Vector Dual Diffusion Model for Design
Layout Generation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9222-9231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101793"}

@inproceedings{bb105094,
        AUTHOR = "Ren, J.W. and Xu, M.M. and Wu, J.C. and Liu, Z.W. and Xiang, T. and Toisoul, A.",
        TITLE = "Move Anything with Layered Scene Diffusion",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6380-6389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101794"}

@inproceedings{bb105095,
        AUTHOR = "Habibian, A. and Ghodrati, A. and Fathima, N. and Sautiere, G. and Garrepalli, R. and Porikli, F.M. and Petersen, J.",
        TITLE = "Clockwork Diffusion: Efficient Generation With Model-Step
Distillation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8352-8361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101795"}

@inproceedings{bb105096,
        AUTHOR = "Phung, Q. and Ge, S.W. and Huang, J.B.",
        TITLE = "Grounded Text-to-Image Synthesis with Attention Refocusing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7932-7942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101796"}

@inproceedings{bb105097,
        AUTHOR = "Gong, B. and Huang, S. and Feng, Y.T. and Zhang, S.W. and Li, Y. and Liu, Y.",
        TITLE = "Check, Locate, Rectify: A Training-Free Layout Calibration System for
Text- to- Image Generation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6624-6634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101797"}

@inproceedings{bb105098,
        AUTHOR = "Shirakawa, T. and Uchida, S.",
        TITLE = "NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on
Noise Cropping and Merging",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8921-8930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101798"}

@inproceedings{bb105099,
        AUTHOR = "Sueyoshi, K. and Matsubara, T.",
        TITLE = "Predicated Diffusion: Predicate Logic-Based Attention Guidance for
Text-to-Image Diffusion Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8651-8660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489laydift2i6.html#TT101799"}

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