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        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#TT101698"}

@article{bb105001,
        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#TT101699"}

@article{bb105002,
        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#TT101700"}

@article{bb105003,
        AUTHOR = "Cao, P. and Zhou, F. and Song, Q. and Yang, L.",
        TITLE = "Controllable Generation with Text-to-Image Diffusion Models: A Survey",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4771-4791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101701"}

@article{bb105004,
        AUTHOR = "Debuysere, S. and Trouve, N. and Letheule, N. and Leveque, O. and Colin, E.",
        TITLE = "Quantitative comparison of fine-tuning techniques for pretrained
latent diffusion models in the generation of unseen SAR images",
        JOURNAL = PandRS,
        VOLUME = "234",
        YEAR = "2026",
        PAGES = "93-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101702"}

@article{bb105005,
        AUTHOR = "Li, G. and Xie, E. and Ge, C.J. and Li, X. and Si, L.Y. and Zheng, C. and Li, Z.G.",
        TITLE = "S2I-DiT: Unlocking the semantic-to-image transferability by
fine-tuning large diffusion transformer models",
        JOURNAL = PR,
        VOLUME = "176",
        YEAR = "2026",
        PAGES = "113158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101703"}

@article{bb105006,
        AUTHOR = "Mao, Z.D. and Huang, M.Q. and Lin, Y.J. and Wang, Q. and Zhang, L. and Zhang, Y.D.",
        TITLE = "Toward Accurate Image Generation via Dynamic Generative Image
Transformer",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5910-5927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101704"}

@inproceedings{bb105007,
        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#TT101705"}

@article{bb105008,
        AUTHOR = "Luan, J.S. and Li, G.Y. and Zhang, Z.J. and Zhao, L. and Xing, W.",
        TITLE = "IP-Controller: Decomposition and Optimization of Cross-Attention Maps
for Accurate Subject-Driven Text-to-Image Diffusion Generation",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5274-5287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101706"}

@article{bb105009,
        AUTHOR = "Wu, F.X. and Liu, L. and Hao, F. and Song, C.Q. and Tao, D.C. and Cheng, J.",
        TITLE = "NoisePO: Efficient Semantic Noise Generation and Ranking for
Diffusion-Based Text-to-Image Synthesis",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "3705-3719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101707"}

@article{bb105010,
        AUTHOR = "Yao, S.Y. and Lim, E.G. and Yu, S.Y. and Xiao, J. and Xu, H.T. and Sun, M.J.",
        TITLE = "MvP-Diff: Multivariate yet precise diffusion for anomaly images
synthesis and segmentation",
        JOURNAL = PR,
        VOLUME = "177",
        YEAR = "2026",
        PAGES = "113294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101708"}

@article{bb105011,
        AUTHOR = "Yang, H.Z. and Li, J.C.L. and Li, K. and Ma, W. and Xu, M.J. and Zhao, Y.Z. and Po, L.M.",
        TITLE = "RSTFA: Efficient Training-Free Human-Preference Alignment via
Rejection Sampling for Text-to-Image Diffusion Models",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "4571-4586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101709"}

@article{bb105012,
        AUTHOR = "Kang, Y.H. and Shi, H. and Liu, H. and Xie, W.Y. and Fang, L.Y. and Bruzzone, L.",
        TITLE = "Glob-Diffusion: A Global Consistent Diffusion Model for Large-Scale
Image Generation",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "7005-7019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101710"}

@article{bb105013,
        AUTHOR = "Li, C.Y. and Wang, X. and Zhu, W.W. and Wang, L.Z. and Hu, N. and Liao, Q.",
        TITLE = "Customized Multi-Subject Text-to-Image Generation With Causal Tuning",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "7020-7034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101711"}

@article{bb105014,
        AUTHOR = "Zhao, W.L. and Shi, M.L. and Yu, X. and Qin, Z. and Zhou, J. and Lu, J.W.",
        TITLE = "FlowTurbo: Accelerating Flow-Based Image Generation Models via
Multi-Stage Refinement",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7550-7563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101712"}

@article{bb105015,
        AUTHOR = "Ding, X. and Wang, Y.W. and Zhang, K. and Wang, Z.J.",
        TITLE = "CCDM: Continuous Conditional Diffusion Models for Image Generation",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "4360-4372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101713"}

@article{bb105016,
        AUTHOR = "Chen, L.F. and Wang, J. and Pan, Z. and Zhu, B. and Yang, X.F. and Zhang, C.",
        TITLE = "Detail++: Training-Free Detail Enhancer for T2I Diffusion Models",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "5982-5994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101714"}

@article{bb105017,
        AUTHOR = "Zou, C. and Zheng, S. and Zhang, E. and Guo, R. and Xu, H.H. and Shi, Z.Y. and He, C.H. and Hu, X. and Zhang, L.F.",
        TITLE = "Rethinking Token-Wise Feature Caching: Accelerating Diffusion
Transformers With Dual Feature Caching",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "6211-6220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101715"}

@article{bb105018,
        AUTHOR = "Zhu, L.X. and Ma, Y.Z. and Wu, J.J. and Fan, Y.B. and Wang, X.B. and Tan, M.Z.",
        TITLE = "AirplaneGen: Skeleton-Guided Generation of Remote Sensing Images with
Multi-Instance Airplanes",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "12",
        PAGES = "1940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101716"}

@article{bb105019,
        AUTHOR = "Huang, Z. and Luo, W.J. and Geng, Z.Y. and Qi, G.J.",
        TITLE = "One-Step Diffusion and Flow Distillation Through Implicit Generator
Matching",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9156-9167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101717"}

@article{bb105020,
        AUTHOR = "Zeng, T.C. and Wang, S. and Wu, Y. and Du, B.",
        TITLE = "DiffRES: Unleashing Text-to-Image Diffusion Models for Generative
Referring Expression Segmentation Without Information Leakage",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "7222-7232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101718"}

@article{bb105021,
        AUTHOR = "Xia, L.X. and Wu, B. and Yang, X.L. and Wu, T.R. and Zhao, Y. and Cai, D. and Liu, W.",
        TITLE = "Beyond Fidelity: Diverse Image Synthesis via Retrieval-Augmented
Diffusion",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "7249-7260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101719"}

@article{bb105022,
        AUTHOR = "Shentu, J.J. and Watson, M. and Moubayed, N.A.",
        TITLE = "AttenCraft: Attention-Based Disentanglement of Multiple Concepts for
Text-to-Image Customization",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "6011-6021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101720"}

@article{bb105023,
        AUTHOR = "Guo, Y.Z. and Wang, B.",
        TITLE = "TuckerDreamer: Subject-driven text-to-image generation via
Tucker-based frequency-domain fine-tuning",
        JOURNAL = IVC,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "106088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101721"}

@article{bb105024,
        AUTHOR = "Qiu, W.M. and Wang, J.K. and Gu, Z.N. and Hu, V.T. and Tang, M.",
        TITLE = "Diversifying Similar Subjects for Text-to-Image Synthesis with
Self-Cross Diffusion Guidance and Reward",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101722"}

@inproceedings{bb105025,
        AUTHOR = "Qiu, W.M. and Wang, J.K. 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#TT101723"}

@article{bb105026,
        AUTHOR = "Yang, S. and Ma, H.Z. and Yu, C. and Wang, A. and Fu, P.Q. and Li, E.P.",
        TITLE = "SDiT: Scalable and efficient spiking diffusion transformers for image
generation",
        JOURNAL = PRL,
        VOLUME = "207",
        YEAR = "2026",
        PAGES = "266-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101724"}

@article{bb105027,
        AUTHOR = "Geng, X.Y. and Hui, S.X. and Wang, Y.X. and Zhou, J.T.Y. and Wang, Z.",
        TITLE = "Safe Image Generation via Lightweight Concept Erasure in Diffusion
Models",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "7898-7911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101725"}

@article{bb105028,
        AUTHOR = "Zhang, Y.F. and Wang, J. and Huang, Y. and Chen, T.Y. and Wong, H.S. and Wu, S.",
        TITLE = "ClassBooth: Boost Class Semantics With Bidirectional Feature Fusion
in Text-to-Image Diffusion Models",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "6593-6604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101726"}

@article{bb105029,
        AUTHOR = "Lai, Q. and Peng, Z.J. and Chen, F. and Zou, W.H. and Chen, W.H.",
        TITLE = "Quality assessment for DIBR-synthesized images based on strong-weak
geometric structural distortions and global sharpness",
        JOURNAL = SP:IC,
        VOLUME = "148",
        YEAR = "2026",
        PAGES = "117622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101727"}

@article{bb105030,
        AUTHOR = "Liu, K. and Liu, F. and Gu, J.J. and Zhang, S.Y. and Wang, Z.H. and Bu, J.J. and Han, B. and Wang, H.S.",
        TITLE = "One-Step Image-Function Generation via Consistency Training",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "8273-8284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101728"}

@article{bb105031,
        AUTHOR = "Wang, W.H. and Sun, Y.F. and Yang, Z.X. and Hu, Z.D. and Tan, Z.T. and Yang, Y.",
        TITLE = "Replication in Visual Diffusion Models: A Survey and Outlook",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "14171-14192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101729"}

@article{bb105032,
        AUTHOR = "Zhao, Z. and Liu, Y. and Pharksuwan, K. and Luo, S. and Li, X.Y. and Ning, M.",
        TITLE = "D2-CDIG: Controlled Diffusion Remote Sensing Image Generation With
Dual Priors of DEM and Cloud-Fog",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "14696-14709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101730"}

@article{bb105033,
        AUTHOR = "Zhou, W.G. and Wang, W. and Bao, J.M. and Chen, D.D. and Chen, D. and Yuan, L. and Li, H.Q.",
        TITLE = "Semantic Image Synthesis via Diffusion Models",
        JOURNAL = MultMed,
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        YEAR = "2026",
        PAGES = "9438-9449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101731"}

@article{bb105034,
        AUTHOR = "Wang, J.H. and Yan, C.X. and Li, S.J. and Wang, Y.H. and Zhang, W.Z. and Chang, X.J.",
        TITLE = "OneActor++: Consistent Multi-Subject Generation via
Cluster-Conditioned Guidance",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "14614-14630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101732"}

@inproceedings{bb105035,
        AUTHOR = "Laria, H. and Gomez Villa, A. and Qin, J. and Butt, M.A. and Raducanu, B. and Vazquez Corral, J. and van de Weijer, J. and Wang, K.",
        TITLE = "Leveraging Semantic Attribute Binding for Free-Lunch Color Control in
Diffusion Models",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "7689-7698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101733"}

@inproceedings{bb105036,
        AUTHOR = "Sabadin, J. and Tomasevic, D. and Meden, B. and Peer, P. and Struc, V.",
        TITLE = "IDSync: Improving diffusion models through identity classification",
        BOOKTITLE = FG26,
        YEAR = "2026",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101734"}

@inproceedings{bb105037,
        AUTHOR = "Chiu, P.Y. and Fang, I.S. and Chen, J.C.",
        TITLE = "Text Slider: Efficient and Plug-and-Play Continuous Concept Control
for Image/Video Synthesis via LoRA Adapters",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "613-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101735"}

@inproceedings{bb105038,
        AUTHOR = "Weng, J.H. and Liao, J.W. and Chou, C.F. and Chen, J.C.",
        TITLE = "M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for
Concept Erasure in Diffusion Models",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "527-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101736"}

@inproceedings{bb105039,
        AUTHOR = "Zafar, O. and Cohen, Y. and Wolf, L. and Schwartz, I.",
        TITLE = "Detection-Driven Object Count Optimization for Text-to-Image
Diffusion Models",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "1885-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101737"}

@inproceedings{bb105040,
        AUTHOR = "Vardhana, K.S. and Lolla, S. and Biswas, S.",
        TITLE = "Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "1221-1230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101738"}

@inproceedings{bb105041,
        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#TT101739"}

@inproceedings{bb105042,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101740"}

@inproceedings{bb105043,
        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
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@inproceedings{bb105044,
        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,
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@inproceedings{bb105045,
        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,
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@inproceedings{bb105046,
        AUTHOR = "Chen, Z.Q. and Yang, Y.F.",
        TITLE = "DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Synthesis",
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@inproceedings{bb105047,
        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,
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@inproceedings{bb105048,
        AUTHOR = "Ma, X.Y. and Yu, R. and Liu, S. and Fang, G. and Wang, X.C.",
        TITLE = "Diffusion Model is Effectively Its Own Teacher",
        BOOKTITLE = CVPR25,
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@inproceedings{bb105049,
        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
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        BOOKTITLE = CVPR25,
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@inproceedings{bb105050,
        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,
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@inproceedings{bb105051,
        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",
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@inproceedings{bb105052,
        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#TT101750"}

@inproceedings{bb105053,
        AUTHOR = "Ren, J. and Chen, K.R. and Cui, Y.Q. and Zeng, S. and Liu, H. and Xing, Y. and Tang, J. and Lyu, L.J.",
        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#TT101751"}

@inproceedings{bb105054,
        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#TT101752"}

@inproceedings{bb105055,
        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#TT101753"}

@inproceedings{bb105056,
        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#TT101754"}

@inproceedings{bb105057,
        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#TT101755"}

@inproceedings{bb105058,
        AUTHOR = "Lee, B.H. and Lim, S.J. 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#TT101756"}

@inproceedings{bb105059,
        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#TT101757"}

@inproceedings{bb105060,
        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#TT101758"}

@inproceedings{bb105061,
        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#TT101759"}

@inproceedings{bb105062,
        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#TT101760"}

@inproceedings{bb105063,
        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#TT101761"}

@inproceedings{bb105064,
        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#TT101762"}

@inproceedings{bb105065,
        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#TT101763"}

@inproceedings{bb105066,
        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#TT101764"}

@inproceedings{bb105067,
        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#TT101765"}

@inproceedings{bb105068,
        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#TT101766"}

@inproceedings{bb105069,
        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#TT101767"}

@inproceedings{bb105070,
        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#TT101768"}

@inproceedings{bb105071,
        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#TT101769"}

@inproceedings{bb105072,
        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#TT101770"}

@inproceedings{bb105073,
        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#TT101771"}

@inproceedings{bb105074,
        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#TT101772"}

@inproceedings{bb105075,
        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#TT101773"}

@inproceedings{bb105076,
        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#TT101774"}

@inproceedings{bb105077,
        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#TT101775"}

@inproceedings{bb105078,
        AUTHOR = "Sehwag, V. and Kong, X.H. and Li, J.T. and Spranger, M. and Lyu, L.J.",
        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#TT101776"}

@inproceedings{bb105079,
        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#TT101777"}

@inproceedings{bb105080,
        AUTHOR = "Tang, B.D. 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#TT101778"}

@inproceedings{bb105081,
        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#TT101779"}

@inproceedings{bb105082,
        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#TT101780"}

@inproceedings{bb105083,
        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#TT101781"}

@inproceedings{bb105084,
        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#TT101782"}

@inproceedings{bb105085,
        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#TT101783"}

@inproceedings{bb105086,
        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#TT101784"}

@inproceedings{bb105087,
        AUTHOR = "Garcia, G.M. and Zeid, K.A. and Schmidt, C. and de Geus, D. and Hermans, A. and Leibe, B.",
        TITLE = "Fine-Tuning Image-Conditional Diffusion Models is Easier than you
Think",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "753-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101785"}

@inproceedings{bb105088,
        AUTHOR = "Cui, Q.P. and Zhang, X. and Bao, Q.Q. and Liao, Q.M.",
        TITLE = "Elucidating the Solution Space of Extended Reverse-Time SDE for
Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "243-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101786"}

@inproceedings{bb105089,
        AUTHOR = "Xu, K. and Zhang, L.Z. and Shi, J.B.",
        TITLE = "Detecting Origin Attribution for Text-to-Image Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8775-8785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101787"}

@inproceedings{bb105090,
        AUTHOR = "Dutt, R. and Bohdal, O. and Sanchez, P. and Tsaftaris, S.A. and Hospedales, T.",
        TITLE = "MemControl: Mitigating Memorization in Diffusion Models via Automated
Parameter Selection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4491-4501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101788"}

@inproceedings{bb105091,
        AUTHOR = "Xu, K. and Zhang, L.Z. and Shi, J.B.",
        TITLE = "Good Seed Makes a Good Crop: Discovering Secret Seeds in
Text-to-Image Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3024-3034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101789"}

@inproceedings{bb105092,
        AUTHOR = "Jena, R. and Taghibakhshi, A. and Jain, S. and Shen, G. and Tajbakhsh, N. and Vahdat, A.",
        TITLE = "Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image
Diffusion Models",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "232-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101790"}

@inproceedings{bb105093,
        AUTHOR = "Kang, W.J. and Galim, K. and Koo, H.I. and Cho, N.I.",
        TITLE = "Counting Guidance for High Fidelity Text-to-Image Synthesis",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "899-908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101791"}

@inproceedings{bb105094,
        AUTHOR = "Sun, Z.C. and Jiang, Y. and Qin, Z. and Deng, Y.C.",
        TITLE = "Clip2Sam: Enhanced End-to-End Text-to-Image Segmentation and Image
Diffusion System",
        BOOKTITLE = ICIVC24,
        YEAR = "2024",
        PAGES = "169-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101792"}

@inproceedings{bb105095,
        AUTHOR = "Voynov, A. and Hertz, A. and Arar, M. and Fruchter, S. and Cohen Or, D.",
        TITLE = "Curved Diffusion: A Generative Model with Optical Geometry Control",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVII: 149-164",
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@inproceedings{bb105096,
        AUTHOR = "Chen, J.S. and Ge, C.J. and Xie, E. and Wu, Y. and Yao, L.W. and Ren, X.Z. and Wang, Z. and Luo, P. and Lu, H.C. and Li, Z.G.",
        TITLE = "Pixart-sigma: Weak-to-strong Training of Diffusion Transformer for 4k
Text-to-image Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXII: 74-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101794"}

@inproceedings{bb105097,
        AUTHOR = "Um, S. and Ye, J.C.",
        TITLE = "Self-guided Generation of Minority Samples Using Diffusion Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 414-430",
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@inproceedings{bb105098,
        AUTHOR = "Mukhopadhyay, S. and Gwilliam, M. and Yamaguchi, Y. and Agarwal, V. and Padmanabhan, N. and Swaminathan, A. and Zhou, T.Y. and Ohya, J. and Shrivastava, A.",
        TITLE = "Do Text-free Diffusion Models Learn Discriminative Visual
Representations?",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LX: 253-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101796"}

@inproceedings{bb105099,
        AUTHOR = "Wang, J.Y. and Laube, K.A. and Li, Y.M. and Metzen, J.H. and Cheng, S.I. and Borges, J. and Khoreva, A.",
        TITLE = "Label-free Neural Semantic Image Synthesis",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIII: 391-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT101797"}

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