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AUTHOR = "Tan, Y.X. and Lee, C.P. and Neo, M. and Lim, K.M.",
TITLE = "Text-to-image synthesis with self-supervised learning",
JOURNAL = PRL,
VOLUME = "157",
YEAR = "2022",
PAGES = "119-126",
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AUTHOR = "Tan, Y.X. and Lee, C.P. and Neo, M. and Lim, K.M. and Lim, J.Y.",
TITLE = "Text-to-image synthesis with self-supervised bi-stage generative
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JOURNAL = PRL,
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YEAR = "2023",
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AUTHOR = "Quan, F.N. and Lang, B. and Liu, Y.X.",
TITLE = "ARRPNGAN: Text-to-image GAN with attention regularization and region
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JOURNAL = SP:IC,
VOLUME = "106",
YEAR = "2022",
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AUTHOR = "Wang, H.X. and Ke, H. and Liu, C.",
TITLE = "An embedded method: Improve the relevance of text and face image with
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JOURNAL = SP:IC,
VOLUME = "108",
YEAR = "2022",
PAGES = "116815",
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AUTHOR = "Peng, J. and Zhou, Y. and Sun, X.S. and Cao, L.J. and Wu, Y.J. and Huang, F.Y. and Ji, R.R.",
TITLE = "Knowledge-Driven Generative Adversarial Network for Text-to-Image
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VOLUME = "24",
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AUTHOR = "Ma, Y.W. and Wang, H. and Zhang, X.Q. and Jiang, G. and Sun, X.S. and Zhuang, W.L. and Ji, J.Y. and Ji, R.R.",
TITLE = "X-Mesh: Towards Fast and Accurate Text-driven 3D Stylization via
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2737-2748",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT100718"}
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AUTHOR = "Tan, Z.R. and Yang, X. and Ye, Z.H. and Wang, Q. and Yan, Y. and Nguyen, A. and Huang, K.",
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AUTHOR = "Cheng, Q.R. and Wen, K.Y. and Gu, X.D.",
TITLE = "Vision-Language Matching for Text-to-Image Synthesis via Generative
Adversarial Networks",
JOURNAL = MultMed,
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PAGES = "7062-7075",
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AUTHOR = "Ye, S.M. and Wang, H. and Tan, M.K. and Liu, F.",
TITLE = "Recurrent Affine Transformation for Text-to-Image Synthesis",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "462-473",
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AUTHOR = "Yuan, B. and Sheng, Y.F. and Bao, B.K. and Chen, Y.P.P. and Xu, C.S.",
TITLE = "Semantic Distance Adversarial Learning for Text-to-Image Synthesis",
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AUTHOR = "Zhou, H.P. and Wu, T. and Ye, S.M. and Qin, X. and Sun, K.",
TITLE = "Enhancing fine-detail image synthesis from text descriptions by text
aggregation and connection fusion module",
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YEAR = "2024",
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AUTHOR = "Dong, P. and Wu, L. and Li, R.C. and Meng, X.X. and Meng, L.",
TITLE = "Text to image synthesis with multi-granularity feature aware
enhancement Generative Adversarial Networks",
JOURNAL = CVIU,
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YEAR = "2024",
PAGES = "104042",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489gan2i5.html#TT100725"}
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AUTHOR = "Zhao, L. and Huang, P.D. and Chen, T.T. and Fu, C.J. and Hu, Q.H. and Zhang, Y.Q.",
TITLE = "Multi-Sentence Complementarily Generation for Text-to-Image Synthesis",
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AUTHOR = "Zhao, L. and Hu, Q.H. and Li, X.Y. and Zhao, J.Y.",
TITLE = "Multimodal Fusion Generative Adversarial Network for Image Synthesis",
JOURNAL = SPLetters,
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AUTHOR = "Nazarieh, F. and Feng, Z.H. and Awais, M. and Wang, W.W. and Kittler, J.V.",
TITLE = "A Survey of Cross-Modal Visual Content Generation",
JOURNAL = CirSysVideo,
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NUMBER = "8",
MONTH = "August",
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AUTHOR = "Wang, Y.X. and Zhou, W.G. and Bao, J.M. and Wang, W. and Li, L. and Li, H.Q.",
TITLE = "CLIP2GAN: Toward Bridging Text With the Latent Space of GANs",
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NUMBER = "8",
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PAGES = "6847-6859",
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AUTHOR = "Zhai, Y.K. and Long, Z.H. and Pan, W.F. and Chen, C.L.P.",
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JOURNAL = SPLetters,
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AUTHOR = "Ahmed, Y.A. and Mittal, A.",
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Text-to-Image Synthesis",
JOURNAL = CVIU,
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AUTHOR = "Mittal, A. and Ahmed, Y.A.",
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Text-to-Image Synthesis",
BOOKTITLE = WACV24,
YEAR = "2024",
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JOURNAL = CirSysVideo,
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AUTHOR = "Gu, X.L. and Luo, L. and Wu, S.Q. and Wu, Z.Z. and Kuang, Z.Z. and Yu, Z.",
TITLE = "Compositional Text-to-Image Synthesis With Training-Free
Layout-Guided Diffusion",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4169-4180",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100769"}
@article{bb104058,
AUTHOR = "Gao, Y.H. and Li, X.Y. and Ao, J. and Yu, C. and Liu, P. and Bai, C.J.",
TITLE = "SDGScenes: User-intent driven indoor scene generation via semantic
dependency graph",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113674",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100770"}
@inproceedings{bb104059,
AUTHOR = "Sun, F.Y. and Liu, W.Y. and Gu, S. and Lim, D. and Bhat, G. and Tombari, F. and Li, M. and Haber, N. and Wu, J.J.",
TITLE = "LayoutVLM: Differentiable Optimization of 3D Layout via
Vision-Language Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29469-29478",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100771"}
@inproceedings{bb104060,
AUTHOR = "Hsu, H.Y. and Peng, Y.X.",
TITLE = "PosterO: Structuring Layout Trees to Enable Language Models in
Generalized Content-Aware Layout Generation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8117-8127",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100772"}
@inproceedings{bb104061,
AUTHOR = "Xie, X. and Gong, D.",
TITLE = "DyMO: Training-Free Diffusion Model Alignment with Dynamic
Multi-Objective Scheduling",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13220-13230",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100773"}
@inproceedings{bb104062,
AUTHOR = "Manandhar, D. and Guerrero, P. and Wang, Z.W. and Collomosse, J.",
TITLE = "CLASS: Conditional Latent Architecture for Search and Synthesis of
Design Layouts",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5520-5529",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100774"}
@inproceedings{bb104063,
AUTHOR = "Wang, R. and Hou, X.F. and Schmedding, S. and Huber, M.F.",
TITLE = "STAY Diffusion: Styled Layout Diffusion Model for Diverse
Layout-to-Image Generation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3855-3865",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100775"}
@inproceedings{bb104064,
AUTHOR = "Seol, J. and Kim, S. and Yoo, J.",
TITLE = "Posterllama: Bridging Design Ability of Language Model to Content-aware
Layout Generation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXII: 451-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100776"}
@inproceedings{bb104065,
AUTHOR = "Guerreiro, J.J.A. and Inoue, N. and Masui, K. and Otani, M. and Nakayama, H.",
TITLE = "Layoutflow: Flow Matching for Layout Generation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXVI: 56-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100777"}
@inproceedings{bb104066,
AUTHOR = "Abdullah, A. and Ebert, N. and Wasenmuller, O.",
TITLE = "Boosting Few-shot Detection with Large Language Models and
Layout-to-image Synthesis",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VII: 202-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100778"}
@inproceedings{bb104067,
AUTHOR = "Zhang, H. and Savov, A. and Dillenburger, B.",
TITLE = "MaskPLAN: Masked Generative Layout Planning from Partial Input",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "8964-8973",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100779"}
@inproceedings{bb104068,
AUTHOR = "Horita, D. and Inoue, N. and Kikuchi, K. and Yamaguchi, K. and Aizawa, K.",
TITLE = "Retrieval-Augmented Layout Transformer for Content-Aware Layout
Generation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "67-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100780"}
@inproceedings{bb104069,
AUTHOR = "Ohanyan, M. and Manukyan, H. and Wang, Z.Y. and Navasardyan, S. and Shi, H.",
TITLE = "Zero-Painter: Training-Free Layout Control for Text-to-Image
Synthesis",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "8764-8774",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100781"}
@inproceedings{bb104070,
AUTHOR = "Lin, J.W. and Guo, J.Q. and Sun, S.Z. and Xu, W.J. and Liu, T. and Lou, J.G. and Zhang, D.M.",
TITLE = "A Parse-Then-Place Approach for Generating Graphic Layouts from
Textual Descriptions",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "23565-23574",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100782"}
@inproceedings{bb104071,
AUTHOR = "Park, M.H. and Yun, J. and Choi, S. and Choo, J.",
TITLE = "Learning to Generate Semantic Layouts for Higher Text-Image
Correspondence in Text-to-Image Synthesis",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "7557-7566",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100783"}
@inproceedings{bb104072,
AUTHOR = "Zhang, S.X. and Song, X.H. and Li, W.J. and Bai, Y.B. and Yu, X.Y. and Jiang, S.Q.",
TITLE = "Layout-based Causal Inference for Object Navigation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "10792-10802",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100784"}
@inproceedings{bb104073,
AUTHOR = "Hsu, H.Y. and He, X.T. and Peng, Y.X. and Kong, H. and Zhang, Q.",
TITLE = "PosterLayout: A New Benchmark and Approach for Content-Aware
Visual-Textual Presentation Layout",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6018-6026",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100785"}
@inproceedings{bb104074,
AUTHOR = "Xue, H. and Huang, Z.W. and Sun, Q. and Song, L. and Zhang, W.J.",
TITLE = "Freestyle Layout-to-Image Synthesis",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "14256-14266",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100786"}
@inproceedings{bb104075,
AUTHOR = "Jiang, Z.Y. and Guo, J.Q. and Sun, S.Z. and Deng, H.Y. and Wu, Z.K. and Mijovic, V. and Yang, Z.J.J. and Lou, J.G. and Zhang, D.M.",
TITLE = "LayoutFormer++: Conditional Graphic Layout Generation via Constraint
Serialization and Decoding Space Restriction",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "18403-18412",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100787"}
@inproceedings{bb104076,
AUTHOR = "Liao, W.T. and Hu, K. and Yang, M.Y. and Rosenhahn, B.",
TITLE = "Text to Image Generation with Semantic-Spatial Aware GAN",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18166-18175",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100788"}
@inproceedings{bb104077,
AUTHOR = "He, S. and Liao, W.T. and Yang, M.Y. and Yang, Y.X. and Song, Y.Z. and Rosenhahn, B. and Xiang, T.",
TITLE = "Context-Aware Layout to Image Generation with Enhanced Object
Appearance",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15044-15053",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100789"}
@inproceedings{bb104078,
AUTHOR = "Qiao, X.T. and Hancke, G.P. and Lau, R.W.H.",
TITLE = "Learning Object Context for Novel-view Scene Layout Generation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16969-16978",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100790"}
@inproceedings{bb104079,
AUTHOR = "Lv, Z.Y. and Wei, Y.X. and Zuo, W.M. and Wong, K.Y.K.",
TITLE = "PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "9264-9274",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100791"}
@inproceedings{bb104080,
AUTHOR = "Wei, Y.X. and Ji, Z.L. and Wu, X.H. and Bai, J.F. and Zhang, L. and Zuo, W.M.",
TITLE = "Inferring and Leveraging Parts from Object Shape for Improving
Semantic Image Synthesis",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11248-11258",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100792"}
@inproceedings{bb104081,
AUTHOR = "Shi, Y.P. and Liu, X. and Wei, Y.X. and Wu, Z.Q. and Zuo, W.M.",
TITLE = "Retrieval-based Spatially Adaptive Normalization for Semantic Image
Synthesis",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "11214-11223",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100793"}
@inproceedings{bb104082,
AUTHOR = "Lv, Z.Y. and Li, X.M. and Niu, Z.X. and Cao, B. and Zuo, W.M.",
TITLE = "Semantic-Shape Adaptive Feature Modulation for Semantic Image
Synthesis",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "11204-11213",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100794"}
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AUTHOR = "Wang, B. and Wu, T. and Zhu, M. and Du, P.",
TITLE = "Interactive Image Synthesis with Panoptic Layout Generation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7773-7782",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100795"}
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AUTHOR = "Li, Z.J. and Wu, J.Y. and Koh, I. and Tang, Y.C. and Sun, L.Y.",
TITLE = "Image Synthesis from Layout with Locality-Aware Mask Adaption",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "13799-13808",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100796"}
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AUTHOR = "Ivgi, M. and Benny, Y. and Ben David, A. and Berant, J. and Wolf, L.B.",
TITLE = "Scene Graph To Image Generation with Contextualized Object Layout
Refinement",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2428-2432",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100797"}
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AUTHOR = "Luo, A. and Zhang, Z. and Wu, J. and Tenenbaum, J.B.",
TITLE = "End-to-End Optimization of Scene Layout",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3753-3762",
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AUTHOR = "Gao, C. and Liu, Q. and Xu, Q. and Wang, L. and Liu, J. and Zou, C.",
TITLE = "SketchyCOCO: Image Generation From Freehand Scene Sketches",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "5173-5182",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100799"}
@inproceedings{bb104088,
AUTHOR = "Chen, Q. and Wu, Q. and Tang, R. and Wang, Y. and Wang, S. and Tan, M.",
TITLE = "Intelligent Home 3D: Automatic 3D-House Design From Linguistic
Descriptions Only",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12622-12631",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100800"}
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AUTHOR = "Talavera, A. and Tan, D.S. and Azcarraga, A. and Hua, K.",
TITLE = "Layout and Context Understanding for Image Synthesis with Scene
Graphs",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "1905-1909",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100801"}
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AUTHOR = "Hong, S.H. and Yang, D.D. and Choi, J. and Lee, H.L.",
TITLE = "Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis",
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YEAR = "2018",
PAGES = "7986-7994",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489lo2i4.html#TT100802"}
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AUTHOR = "Sun, G. and Liang, W.Q. and Dong, J.H. and Li, J. and Ding, Z.M. and Cong, Y.",
TITLE = "Create Your World: Lifelong Text-to-Image Diffusion",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6454-6470",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100803"}
@article{bb104092,
AUTHOR = "Chen, H. and Zhang, Y.P. and Wang, X. and Duan, X.G. and Zhou, Y.W. and Zhu, W.W.",
TITLE = "DisenDreamer: Subject-Driven Text-to-Image Generation With
Sample-Aware Disentangled Tuning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "6860-6873",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100804"}
@article{bb104093,
AUTHOR = "Verma, A. and Badal, T. and Bansal, A.",
TITLE = "Advancing Image Generation with Denoising Diffusion Probabilistic
Model and ConvNeXt-V2:
A novel approach for enhanced diversity and quality",
JOURNAL = CVIU,
VOLUME = "247",
YEAR = "2024",
PAGES = "104077",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100805"}
@inproceedings{bb104094,
AUTHOR = "Ramasinghe, S. and Shevchenko, V. and Avraham, G. and Thalaiyasingam, A.",
TITLE = "Accept the Modality Gap: An Exploration in the Hyperbolic Space",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27253-27262",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100806"}
@article{bb104095,
AUTHOR = "Luo, Y.M. and Yang, Q. and Fan, Y.H. and Qi, H.K. and Xia, M.",
TITLE = "Measurement Guidance in Diffusion Models:
Insight from Medical Image Synthesis",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7983-7997",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100807"}
@article{bb104096,
AUTHOR = "Ren, J.X. and Liu, W.Z. and Chen, J. and Yin, S.X. and Tao, Y.",
TITLE = "Word2Scene: Efficient remote sensing image scene generation with only
one word via hybrid intelligence and low-rank representation",
JOURNAL = PandRS,
VOLUME = "218",
YEAR = "2024",
PAGES = "231-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100808"}
@article{bb104097,
AUTHOR = "Dall'Asen, N. and Menapace, W. and Peruzzo, E. and Sangineto, E. and Wang, Y.M. and Ricci, E.",
TITLE = "Collaborative Neural Painting",
JOURNAL = CVIU,
VOLUME = "252",
YEAR = "2025",
PAGES = "104298",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100809"}
@article{bb104098,
AUTHOR = "Ridley, H. and Alcover Couso, R. and SanMiguel, J.C.",
TITLE = "Controlling semantics of diffusion-augmented data for unsupervised
domain adaptation",
JOURNAL = IET-CV,
VOLUME = "19",
YEAR = "2025",
NUMBER = "1",
PAGES = "e70002",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100810"}
@article{bb104099,
AUTHOR = "Xiao, G.X. and Yin, T.W. and Freeman, W.T. and Durand, F. and Han, S.",
TITLE = "FastComposer: Tuning-Free Multi-subject Image Generation with Localized
Attention",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1175-1194",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe489dift2i4.html#TT100811"}
Last update:Aug 19, 2026 at 13:26:35