@article{bb103100,
        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#TT99815"}

@article{bb103101,
        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#TT99816"}

@article{bb103102,
        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#TT99817"}

@article{bb103103,
        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#TT99818"}

@article{bb103104,
        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#TT99819"}

@article{bb103105,
        AUTHOR = "Liu, Y.P. and Huang, J.J. and Wen, S.P. and He, X. and Zhang, W. and Feng, Z.",
        TITLE = "CTIGEN-CDM: Controlled Text-to-Image Generation Using Cropped
Diffusion Models",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11849-11862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99820"}

@article{bb103106,
        AUTHOR = "Wang, H. and Liu, Z.T. and Sun, K. and Wang, X.D. and Shen, D.G. and Cui, Z.M.",
        TITLE = "3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable
and High-Quality Medical Image Generation",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4960-4972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99821"}

@article{bb103107,
        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#TT99822"}

@article{bb103108,
        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#TT99823"}

@article{bb103109,
        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
awareness",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99824"}

@article{bb103110,
        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#TT99825"}

@article{bb103111,
        AUTHOR = "Mao, Z.D. and Huang, M.Q. and Ding, F. and Liu, M.C. and He, Q. and Zhang, Y.D.",
        TITLE = "RealCustom++: Representing Images as Real Textual Word for Real-Time
Customization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2078-2095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99826"}

@inproceedings{bb103112,
        AUTHOR = "Huang, M.Q. and Mao, Z.D. and Liu, M.C. and He, Q. and Zhang, Y.D.",
        TITLE = "RealCustom: Narrowing Real Text Word for Real-Time Open-Domain
Text-to-Image Customization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7476-7485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99827"}

@article{bb103113,
        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/describe489dift2i4.html#TT99828"}

@article{bb103114,
        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#TT99829"}

@article{bb103115,
        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#TT99830"}

@article{bb103116,
        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#TT99831"}

@article{bb103117,
        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#TT99832"}

@inproceedings{bb103118,
        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#TT99833"}

@article{bb103119,
        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#TT99834"}

@article{bb103120,
        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#TT99835"}

@article{bb103121,
        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#TT99836"}

@inproceedings{bb103122,
        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#TT99837"}

@inproceedings{bb103123,
        AUTHOR = "Luo, Y. and Cao, T.W. and Wang, R. and Jin, L. and Liu, W.D. and Gao, D.H. and Liang, K.M. and Ma, Z.Y.",
        TITLE = "A Debiasing Framework For Attribute Binding In Diffusion-Based
Text-To-Image Generation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1684-1689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99838"}

@inproceedings{bb103124,
        AUTHOR = "Binici, K. and Acar, C. and Aggarwal, S. and Liu, S.Y. and Mitra, T.",
        TITLE = "Efficient Text-to-Image Generation: An Adaptive Step Schedule
Controller for Diffusion Models",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "355-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99839"}

@inproceedings{bb103125,
        AUTHOR = "Lee, S. and Choi, J. and Lim, S. and Kim, J. and Shim, H.J.",
        TITLE = "Scribble-Guided Diffusion for Training-Free Text-to-Image Generation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1121-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99840"}

@inproceedings{bb103126,
        AUTHOR = "Chen, B. and Wang, H. and Zhang, X.L. and Zhu, P.P.",
        TITLE = "FC-Render: Adaptive Font- and Color-Aware Text Diffusion Model",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2712-2717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99841"}

@inproceedings{bb103127,
        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#TT99842"}

@inproceedings{bb103128,
        AUTHOR = "Shi, Q.Y. and Qi, L. and Wu, J. and Bai, J. and Wang, J.B. and Tong, Y.H. and Li, X.T.",
        TITLE = "DreamRelation: Bridging Customization and Relation Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15723-15732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99843"}

@inproceedings{bb103129,
        AUTHOR = "Ma, X. and Yu, R. and Liu, S. and Fang, G. and Wang, X.C.",
        TITLE = "Diffusion Model is Effectively Its Own Teacher",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12901-12911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99844"}

@inproceedings{bb103130,
        AUTHOR = "Chu, B. and Xu, X. and Wang, X. and Zhang, Y.F. and You, W. and Zhou, L.",
        TITLE = "FIRE: Robust Detection of Diffusion-Generated Images via
Frequency-Guided Reconstruction Error",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12830-12839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99845"}

@inproceedings{bb103131,
        AUTHOR = "Li, S. and Kallidromitis, K. and Gokul, A. and Liao, Z. and Kato, Y. and Kozuka, K. and Grover, A.",
        TITLE = "OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13178-13188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99846"}

@inproceedings{bb103132,
        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#TT99847"}

@inproceedings{bb103133,
        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#TT99848"}

@inproceedings{bb103134,
        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#TT99849"}

@inproceedings{bb103135,
        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#TT99850"}

@inproceedings{bb103136,
        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#TT99851"}

@inproceedings{bb103137,
        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#TT99852"}

@inproceedings{bb103138,
        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#TT99853"}

@inproceedings{bb103139,
        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#TT99854"}

@inproceedings{bb103140,
        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#TT99855"}

@inproceedings{bb103141,
        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#TT99856"}

@inproceedings{bb103142,
        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#TT99857"}

@inproceedings{bb103143,
        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#TT99858"}

@inproceedings{bb103144,
        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#TT99859"}

@inproceedings{bb103145,
        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#TT99860"}

@inproceedings{bb103146,
        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#TT99861"}

@inproceedings{bb103147,
        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#TT99862"}

@inproceedings{bb103148,
        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#TT99863"}

@inproceedings{bb103149,
        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#TT99864"}

@inproceedings{bb103150,
        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#TT99865"}

@inproceedings{bb103151,
        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#TT99866"}

@inproceedings{bb103152,
        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#TT99867"}

@inproceedings{bb103153,
        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#TT99868"}

@inproceedings{bb103154,
        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#TT99869"}

@inproceedings{bb103155,
        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#TT99870"}

@inproceedings{bb103156,
        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#TT99871"}

@inproceedings{bb103157,
        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#TT99872"}

@inproceedings{bb103158,
        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#TT99873"}

@inproceedings{bb103159,
        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#TT99874"}

@inproceedings{bb103160,
        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#TT99875"}

@inproceedings{bb103161,
        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#TT99876"}

@inproceedings{bb103162,
        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#TT99877"}

@inproceedings{bb103163,
        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#TT99878"}

@inproceedings{bb103164,
        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#TT99879"}

@inproceedings{bb103165,
        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#TT99880"}

@inproceedings{bb103166,
        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#TT99881"}

@inproceedings{bb103167,
        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#TT99882"}

@inproceedings{bb103168,
        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#TT99883"}

@inproceedings{bb103169,
        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#TT99884"}

@inproceedings{bb103170,
        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#TT99885"}

@inproceedings{bb103171,
        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#TT99886"}

@inproceedings{bb103172,
        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#TT99887"}

@inproceedings{bb103173,
        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/describe489dift2i4.html#TT99888"}

@inproceedings{bb103174,
        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#TT99889"}

@inproceedings{bb103175,
        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#TT99890"}

@inproceedings{bb103176,
        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#TT99891"}

@inproceedings{bb103177,
        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#TT99892"}

@inproceedings{bb103178,
        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#TT99893"}

@inproceedings{bb103179,
        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#TT99894"}

@inproceedings{bb103180,
        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#TT99895"}

@inproceedings{bb103181,
        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#TT99896"}

@inproceedings{bb103182,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99897"}

@inproceedings{bb103183,
        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#TT99898"}

@inproceedings{bb103184,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99899"}

@inproceedings{bb103185,
        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#TT99900"}

@inproceedings{bb103186,
        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#TT99901"}

@inproceedings{bb103187,
        AUTHOR = "Xu, C. and Song, T. and Feng, W.X. and Li, X.B. and Ge, T. and Zheng, B. and Wang, L.M.",
        TITLE = "Accelerating Image Generation with Sub-path Linear Approximation Model",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIII: 323-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99902"}

@inproceedings{bb103188,
        AUTHOR = "Garibi, D. and Patashnik, O. and Voynov, A. and Averbuch Elor, H. and Cohen Or, D.",
        TITLE = "Renoise: Real Image Inversion Through Iterative Noising",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIV: 395-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99903"}

@inproceedings{bb103189,
        AUTHOR = "Cao, Y. and Gong, S.G.",
        TITLE = "Few-shot Image Generation by Conditional Relaxing Diffusion Inversion",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIV: 20-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99904"}

@inproceedings{bb103190,
        AUTHOR = "Huang, R. and Cai, K.X. and Han, J.H. and Liang, X.D. and Pei, R. and Lu, G.S. and Xu, S. and Zhang, W. and Xu, H.",
        TITLE = "Layerdiff: Exploring Text-guided Multi-layered Composable Image
Synthesis via Layer-collaborative Diffusion Model",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVI: 144-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99905"}

@inproceedings{bb103191,
        AUTHOR = "Brokman, J. and Hofman, O. and Vainshtein, R. and Giloni, A. and Shimizu, T. and Singh, I. and Rachmil, O. and Zolfi, A. and Shabtai, A. and Unno, Y. and Kojima, H.",
        TITLE = "Montrage: Monitoring Training for Attribution of Generative Diffusion
Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXV: 1-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99906"}

@inproceedings{bb103192,
        AUTHOR = "Desai, A. and Vasconcelos, N.M.",
        TITLE = "Improving Image Synthesis with Diffusion-negative Sampling",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIII: 199-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99907"}

@inproceedings{bb103193,
        AUTHOR = "Zhang, M.Y. and Song, G.L. and Shi, X.Y. and Liu, Y. and Li, H.S.",
        TITLE = "Three Things We Need to Know About Transferring Stable Diffusion to
Visual Dense Prediction Tasks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLII: 128-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99908"}

@inproceedings{bb103194,
        AUTHOR = "Guan, S. and Ge, Y.H. and Tai, Y. and Yang, J. and Li, W. and You, M.Y.",
        TITLE = "Hybridbooth: Hybrid Prompt Inversion for Efficient Subject-driven
Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "IX: 403-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99909"}

@inproceedings{bb103195,
        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/describe489dift2i4.html#TT99910"}

@inproceedings{bb103196,
        AUTHOR = "Li, M. and Yang, T. and Kuang, H.F. and Wu, J. and Wang, Z.N. and Xiao, X.F. and Chen, C.",
        TITLE = "Controlnet++: Improving Conditional Controls with Efficient Consistency
Feedback",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "VII: 129-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99911"}

@inproceedings{bb103197,
        AUTHOR = "Ning, W.X. and Chang, D.L. and Tong, Y.J. and He, Z.J. and Liang, K.M. and Ma, Z.Y.",
        TITLE = "Hierarchical Prompting for Diffusion Classifiers",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VIII: 297-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99912"}

@inproceedings{bb103198,
        AUTHOR = "Najdenkoska, I. and Sinha, A. and Dubey, A. and Mahajan, D. and Ramanathan, V. and Radenovic, F.",
        TITLE = "Context Diffusion: In-context Aware Image Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVII: 375-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99913"}

@inproceedings{bb103199,
        AUTHOR = "Ma, N. and Goldstein, M. and Albergo, M.S. and Boffi, N.M. and Vanden Eijnden, E. and Xie, S.",
        TITLE = "SIT: Exploring Flow and Diffusion-based Generative Models with Scalable
Interpolant Transformers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVII: 23-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT99914"}