Zhang, X.W.[Xin-Wei],
Wang, J.[Jin],
Lu, G.D.[Guo-Dong],
Zhang, X.S.[Xu-Sheng],
Pattern understanding and synthesis based on layout tree descriptor,
VC(36), No. 6, June 2020, pp. 1141-1155.
WWW Link.
2005
BibRef
Zhao, B.[Bo],
Yin, W.D.[Wei-Dong],
Meng, L.L.[Li-Li],
Sigal, L.[Leonid],
Layout2image: Image Generation from Layout,
IJCV(128), No. 10-11, November 2020, pp. 2418-2435.
Springer DOI
2009
BibRef
Earlier: A1, A3, A2, A4:
Image Generation From Layout,
CVPR19(8576-8585).
IEEE DOI
2002
BibRef
Li, K.[Ke],
Peng, S.C.[Shi-Chong],
Zhang, T.H.[Tian-Hao],
Malik, J.[Jitendra],
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood
Estimation,
IJCV(128), No. 10-11, November 2020, pp. 2607-2628.
Springer DOI
2009
BibRef
Earlier: A1, A3, A4, Only:
Diverse Image Synthesis From Semantic Layouts via Conditional IMLE,
ICCV19(4219-4228)
IEEE DOI
2004
image representation, image segmentation,
learning (artificial intelligence),
Probabilistic logic
BibRef
Fu, Y.X.[Yu-Xiang],
Yan, Q.[Qi],
Wang, L.[Lele],
Li, K.[Ke],
Liao, R.J.[Ren-Jie],
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via
Implicit Maximum Likelihood Estimation based Distillation,
CVPR25(17282-17293)
IEEE DOI Code:
WWW Link.
2508
Maximum likelihood estimation, Accuracy, Computational modeling,
Semantics, Stochastic processes, Predictive models, Robustness,
motion prediction
BibRef
Arora, H.[Himanshu],
Mishra, S.[Saurabh],
Peng, S.C.[Shi-Chong],
Li, K.[Ke],
Mahdavi-Amiri, A.[Ali],
Multimodal Shape Completion via Implicit Maximum Likelihood
Estimation,
DLGC22(2957-2966)
IEEE DOI
2210
Point cloud compression, Maximum likelihood estimation, Shape,
Conferences
BibRef
Tan, H.C.[Hong-Chen],
Yin, B.C.[Bao-Cai],
Wei, K.[Kun],
Liu, X.P.[Xiu-Ping],
Li, X.[Xin],
ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis,
MultMed(25), 2023, pp. 8620-8631.
IEEE DOI
2312
BibRef
Liang, J.D.[Jia-Dong],
Pei, W.J.[Wen-Jie],
Lu, F.[Feng],
Layout-Bridging Text-to-Image Synthesis,
CirSysVideo(33), No. 12, December 2023, pp. 7438-7451.
IEEE DOI
2312
BibRef
Kuang, Y.[Yi],
Ma, F.[Fei],
Li, F.F.[Fang-Fang],
Liu, Y.B.[Ying-Bing],
Zhang, F.[Fan],
Semantic-Layout-Guided Image Synthesis for High-Quality
Synthetic-Aperature Radar Detection Sample Generation,
RS(15), No. 24, 2023, pp. 5654.
DOI Link
2401
BibRef
Tang, H.[Hao],
Shao, L.[Ling],
Sebe, N.[Nicu],
Van Gool, L.J.[Luc J.],
Graph Transformer GANs With Graph Masked Modeling for Architectural
Layout Generation,
PAMI(46), No. 6, June 2024, pp. 4298-4313.
IEEE DOI
2405
Layout, Transformers, Task analysis,
Generative adversarial networks, Generators, Semantics, Buildings,
architectural layout generation
BibRef
Zhang, P.R.[Pei-Rong],
Zhang, J.X.[Jia-Xin],
Cao, J.H.[Jia-Huan],
Li, H.L.[Hong-Liang],
Jin, L.W.[Lian-Wen],
Smaller But Better: Unifying Layout Generation with Smaller Large
Language Model,
IJCV(133), No. 7, July 2025, pp. 3891-3917.
Springer DOI
2506
BibRef
Sun, F.Y.[Fan-Yun],
Liu, W.Y.[Wei-Yu],
Gu, S.[Siyi],
Lim, D.[Dylan],
Bhat, G.[Goutam],
Tombari, F.[Federico],
Li, M.[Manling],
Haber, N.[Nick],
Wu, J.J.[Jia-Jun],
LayoutVLM: Differentiable Optimization of 3D Layout via
Vision-Language Models,
CVPR25(29469-29478)
IEEE DOI
2508
Solid modeling, Foundation models, Layout, Semantics, Cognition,
Planning, Decoding, Optimization
BibRef
Hsu, H.Y.[Hsiao-Yuan],
Peng, Y.X.[Yu-Xin],
PosterO: Structuring Layout Trees to Enable Language Models in
Generalized Content-Aware Layout Generation,
CVPR25(8117-8127)
IEEE DOI Code:
WWW Link.
2508
Codes, Shape, Large language models, Computational modeling, Layout,
Training data, Benchmark testing,
in-context learning
BibRef
Xie, X.[Xin],
Gong, D.[Dong],
DyMO: Training-Free Diffusion Model Alignment with Dynamic
Multi-Objective Scheduling,
CVPR25(13220-13230)
IEEE DOI
2508
Semantics, Noise reduction, Layout, Text to image,
Dynamic scheduling, Diffusion models, Robustness, Reflection, Noise measurement
BibRef
Manandhar, D.[Dipu],
Guerrero, P.[Paul],
Wang, Z.W.[Zhao-Wen],
Collomosse, J.[John],
CLASS: Conditional Latent Architecture for Search and Synthesis of
Design Layouts,
WACV25(5520-5529)
IEEE DOI
2505
Interpolation, Computational modeling, Layout,
Benchmark testing, Transformers, Vectors,
joint search and synthesis
BibRef
Wang, R.[Ruyu],
Hou, X.F.[Xue-Feng],
Schmedding, S.[Sabrina],
Huber, M.F.[Marco F.],
STAY Diffusion: Styled Layout Diffusion Model for Diverse
Layout-to-Image Generation,
WACV25(3855-3865)
IEEE DOI
2505
Visualization, Accuracy, Image synthesis, Image edge detection, Layout,
Semantics, Modulation, Diffusion models, Controllability, Photorealistic images
BibRef
Liu, J.Q.[Jia-Qi],
Huang, T.[Tao],
Xu, C.[Chang],
Training-free Composite Scene Generation for Layout-to-image Synthesis,
ECCV24(LXVIII: 37-53).
Springer DOI
2412
BibRef
Seol, J.[Jaejung],
Kim, S.[Seojun],
Yoo, J.[Jaejun],
Posterllama: Bridging Design Ability of Language Model to Content-aware
Layout Generation,
ECCV24(LXXXII: 451-468).
Springer DOI
2412
BibRef
Guerreiro, J.J.A.[Julian Jorge Andrade],
Inoue, N.[Naoto],
Masui, K.[Kento],
Otani, M.[Mayu],
Nakayama, H.[Hideki],
Layoutflow: Flow Matching for Layout Generation,
ECCV24(XXXVI: 56-72).
Springer DOI
2412
BibRef
Abdullah, A.[Ahmed],
Ebert, N.[Nikolas],
Wasenmüller, O.[Oliver],
Boosting Few-shot Detection with Large Language Models and
Layout-to-image Synthesis,
ACCV24(VII: 202-219).
Springer DOI
2412
BibRef
Zhang, H.[Hang],
Savov, A.[Anton],
Dillenburger, B.[Benjamin],
MaskPLAN: Masked Generative Layout Planning from Partial Input,
CVPR24(8964-8973)
IEEE DOI
2410
Measurement, Training, Layout, Transformers, Planning,
MAE, Generative, Graph, Layout
BibRef
Horita, D.[Daichi],
Inoue, N.[Naoto],
Kikuchi, K.[Kotaro],
Yamaguchi, K.[Kota],
Aizawa, K.[Kiyoharu],
Retrieval-Augmented Layout Transformer for Content-Aware Layout
Generation,
CVPR24(67-76)
IEEE DOI
2410
Visualization, Layout, Training data,
Transformers, Generators, layout genration,
content-aware layout generation
BibRef
Ohanyan, M.[Marianna],
Manukyan, H.[Hayk],
Wang, Z.Y.[Zhang-Yang],
Navasardyan, S.[Shant],
Shi, H.[Humphrey],
Zero-Painter: Training-Free Layout Control for Text-to-Image
Synthesis,
CVPR24(8764-8774)
IEEE DOI
2410
Shape, Layout, Text to image
BibRef
Bahmani, S.[Sherwin],
Park, J.J.[Jeong Joon],
Paschalidou, D.[Despoina],
Yan, X.G.[Xing-Guang],
Wetzstein, G.[Gordon],
Guibas, L.J.[Leonidas J.],
Tagliasacchi, A.[Andrea],
CC3D: Layout-Conditioned Generation of Compositional 3D Scenes,
ICCV23(7137-7147)
IEEE DOI
2401
BibRef
Lin, J.W.[Jia-Wei],
Guo, J.Q.[Jia-Qi],
Sun, S.Z.[Shi-Zhao],
Xu, W.J.[Wei-Jiang],
Liu, T.[Ting],
Lou, J.G.[Jian-Guang],
Zhang, D.M.[Dong-Mei],
A Parse-Then-Place Approach for Generating Graphic Layouts from
Textual Descriptions,
ICCV23(23565-23574)
IEEE DOI
2401
BibRef
Park, M.H.[Min-Ho],
Yun, J.[Jooyeol],
Choi, S.[Seunghwan],
Choo, J.[Jaegul],
Learning to Generate Semantic Layouts for Higher Text-Image
Correspondence in Text-to-Image Synthesis,
ICCV23(7557-7566)
IEEE DOI Code:
WWW Link.
2401
BibRef
Zhang, S.X.[Si-Xian],
Song, X.H.[Xin-Hang],
Li, W.J.[Wei-Jie],
Bai, Y.B.[Yu-Bing],
Yu, X.Y.[Xin-Yao],
Jiang, S.Q.[Shu-Qiang],
Layout-based Causal Inference for Object Navigation,
CVPR23(10792-10802)
IEEE DOI
2309
BibRef
Hsu, H.Y.[Hsiao-Yuan],
He, X.T.[Xiang-Teng],
Peng, Y.X.[Yu-Xin],
Kong, H.[Hao],
Zhang, Q.[Qing],
PosterLayout: A New Benchmark and Approach for Content-Aware
Visual-Textual Presentation Layout,
CVPR23(6018-6026)
IEEE DOI
2309
BibRef
Xue, H.[Han],
Huang, Z.W.[Zhi-Wu],
Sun, Q.[Qianru],
Song, L.[Li],
Zhang, W.J.[Wen-Jun],
Freestyle Layout-to-Image Synthesis,
CVPR23(14256-14266)
IEEE DOI
2309
BibRef
Jiang, Z.Y.[Zhao-Yun],
Guo, J.Q.[Jia-Qi],
Sun, S.Z.[Shi-Zhao],
Deng, H.Y.[Hua-Yu],
Wu, Z.K.[Zhong-Kai],
Mijovic, V.[Vuksan],
Yang, Z.J.J.[Zi-Jiang James],
Lou, J.G.[Jian-Guang],
Zhang, D.M.[Dong-Mei],
LayoutFormer++: Conditional Graphic Layout Generation via Constraint
Serialization and Decoding Space Restriction,
CVPR23(18403-18412)
IEEE DOI
2309
BibRef
Liao, W.T.[Wen-Tong],
Hu, K.[Kai],
Yang, M.Y.[Michael Ying],
Rosenhahn, B.[Bodo],
Text to Image Generation with Semantic-Spatial Aware GAN,
CVPR22(18166-18175)
IEEE DOI
2210
Visualization, Image recognition, Image synthesis, Fuses,
Computational modeling, Semantics,
Vision+language
BibRef
He, S.[Sen],
Liao, W.T.[Wen-Tong],
Yang, M.Y.[Michael Ying],
Yang, Y.X.[Yong-Xin],
Song, Y.Z.[Yi-Zhe],
Rosenhahn, B.[Bodo],
Xiang, T.[Tao],
Context-Aware Layout to Image Generation with Enhanced Object
Appearance,
CVPR21(15044-15053)
IEEE DOI
2111
Visualization, Image synthesis, Computational modeling, Layout,
Benchmark testing, Inspection, Generators
BibRef
Qiao, X.T.[Xiao-Tian],
Hancke, G.P.[Gerhard P.],
Lau, R.W.H.[Rynson W.H.],
Learning Object Context for Novel-view Scene Layout Generation,
CVPR22(16969-16978)
IEEE DOI
2210
Computational modeling, Layout, Semantics, Predictive models,
Cameras, Probabilistic logic, Scene analysis and understanding,
Image and video synthesis and generation
BibRef
Lv, Z.Y.[Zheng-Yao],
Wei, Y.X.[Yu-Xiang],
Zuo, W.M.[Wang-Meng],
Wong, K.Y.K.[Kwan-Yee K.],
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis,
CVPR24(9264-9274)
IEEE DOI
2410
Adaptation models, Visualization, Image synthesis, Source coding,
Semantics, Layout, Text to image, semantic image synthesis
BibRef
Wei, Y.X.[Yu-Xiang],
Ji, Z.L.[Zhi-Long],
Wu, X.H.[Xiao-He],
Bai, J.F.[Jin-Feng],
Zhang, L.[Lei],
Zuo, W.M.[Wang-Meng],
Inferring and Leveraging Parts from Object Shape for Improving
Semantic Image Synthesis,
CVPR23(11248-11258)
IEEE DOI
2309
BibRef
Shi, Y.P.[Yu-Peng],
Liu, X.[Xiao],
Wei, Y.X.[Yu-Xiang],
Wu, Z.Q.[Zhong-Qin],
Zuo, W.M.[Wang-Meng],
Retrieval-based Spatially Adaptive Normalization for Semantic Image
Synthesis,
CVPR22(11214-11223)
IEEE DOI
2210
Training, Visualization, Image synthesis, Shape, Navigation, Semantics,
Wheels, Image and video synthesis and generation
BibRef
Lv, Z.Y.[Zheng-Yao],
Li, X.M.[Xiao-Ming],
Niu, Z.X.[Zhen-Xing],
Cao, B.[Bing],
Zuo, W.M.[Wang-Meng],
Semantic-Shape Adaptive Feature Modulation for Semantic Image
Synthesis,
CVPR22(11204-11213)
IEEE DOI
2210
Adaptation models, Codes, Shape, Image synthesis, Convolution,
Semantics, Image and video synthesis and generation
BibRef
Wang, B.[Bo],
Wu, T.[Tao],
Zhu, M.[Minfeng],
Du, P.[Peng],
Interactive Image Synthesis with Panoptic Layout Generation,
CVPR22(7773-7782)
IEEE DOI
2210
Visualization, Image synthesis, Shape, Perturbation methods, Layout,
Semantics, Genomics, Image and video synthesis and generation
BibRef
Li, Z.J.[Ze-Jian],
Wu, J.Y.[Jing-Yu],
Koh, I.[Immanuel],
Tang, Y.C.[Yong-Chuan],
Sun, L.Y.[Ling-Yun],
Image Synthesis from Layout with Locality-Aware Mask Adaption,
ICCV21(13799-13808)
IEEE DOI
2203
Adaptation models, Visualization, Image segmentation,
Image synthesis, Computational modeling, Layout,
Neural generative models
BibRef
Ivgi, M.[Maor],
Benny, Y.[Yaniv],
Ben-David, A.[Avichai],
Berant, J.[Jonathan],
Wolf, L.B.[Lior B.],
Scene Graph To Image Generation with Contextualized Object Layout
Refinement,
ICIP21(2428-2432)
IEEE DOI
2201
Image synthesis, Layout, Predictive models, Task analysis,
Context modeling, Image Synthesis, Scene Graph, GAN
BibRef
Luo, A.,
Zhang, Z.,
Wu, J.,
Tenenbaum, J.B.,
End-to-End Optimization of Scene Layout,
CVPR20(3753-3762)
IEEE DOI
2008
Layout, Semantics, Decoding,
Rendering (computer graphics), Solid modeling, Training
BibRef
Gao, C.,
Liu, Q.,
Xu, Q.,
Wang, L.,
Liu, J.,
Zou, C.,
SketchyCOCO: Image Generation From Freehand Scene Sketches,
CVPR20(5173-5182)
IEEE DOI
2008
Image edge detection, Image generation, Training,
Data models, Semantics, Image segmentation
BibRef
Chen, Q.,
Wu, Q.,
Tang, R.,
Wang, Y.,
Wang, S.,
Tan, M.,
Intelligent Home 3D: Automatic 3D-House Design From Linguistic
Descriptions Only,
CVPR20(12622-12631)
IEEE DOI
2008
Layout, Buildings, Linguistics,
Task analysis, Solid modeling
BibRef
Talavera, A.,
Tan, D.S.,
Azcarraga, A.,
Hua, K.,
Layout and Context Understanding for Image Synthesis with Scene
Graphs,
ICIP19(1905-1909)
IEEE DOI
1910
Generative Models, Text-to-Image Synthesis, Scene Graphs
BibRef
Hong, S.H.[Seung-Hoon],
Yang, D.D.[Ding-Dong],
Choi, J.[Jongwook],
Lee, H.L.[Hong-Lak],
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis,
CVPR18(7986-7994)
IEEE DOI
1812
Layout, Generators, Semantics, Shape, Image generation, Task analysis
BibRef
Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Diffusion for Description or Text to Image Generation .