Zhou, D.[Dewei],
Li, Y.[You],
Ma, F.[Fan],
Yang, Z.X.[Zong-Xin],
Yang, Y.[Yi],
MIGC++: Advanced Multi-Instance Generation Controller for Image
Synthesis,
PAMI(47), No. 3, March 2025, pp. 1714-1728.
IEEE DOI
2502
Benchmark testing, Training, Layout, Text to image, Iterative algorithms,
Position control, Pipelines, Image synthesis, multimodal learning
BibRef
Zhou, D.[Dewei],
Li, Y.[You],
Ma, F.[Fan],
Zhang, X.T.[Xiao-Ting],
Yang, Y.[Yi],
MIGC: Multi-Instance Generation Controller for Text-to-Image
Synthesis,
CVPR24(6818-6828)
IEEE DOI Code:
WWW Link.
2410
Codes, Attention mechanisms, Aggregates, Pipelines, Layout,
Text to image, AIGC, Diffusion Models, Image Generation, Stable Diffusion
BibRef
Taghipour, A.[Ashkan],
Ghahremani, M.[Morteza],
Bennamoun, M.[Mohammed],
Rekavandi, A.M.[Aref Miri],
Laga, H.[Hamid],
Boussaid, F.[Farid],
Box It to Bind It: Unified Layout Control and Attribute Binding in
Text-to-Image Diffusion Models,
MultMed(27), 2025, pp. 8393-8407.
IEEE DOI
2511
Layout, Diffusion models, Training, Semantics, Image synthesis,
Text to image, Image color analysis, layout guidance
BibRef
Zhu, J.Y.[Jing-Yuan],
Ma, H.M.[Hui-Min],
Chen, J.S.[Jian-Sheng],
Yuan, J.[Jian],
Object Detection Data Synthesis via Box-to-Image Generation Based on
Diffusion Models,
PAMI(48), No. 1, January 2026, pp. 557-571.
IEEE DOI
2512
Object detection, Diffusion models, Training, Visualization,
Motorcycles, Layout, Avatars, Annotations, Training data, diffusion models
BibRef
Duan, L.[Lunhao],
Zhao, S.S.[Shan-Shan],
Yan, W.J.[Wen-Jun],
Li, Y.[Yinglun],
Chen, Q.G.[Qing-Guo],
Xu, Z.[Zhao],
Luo, W.H.[Wei-Hua],
Zhang, K.[Kaifu],
Gong, M.M.[Ming-Ming],
Xia, G.S.[Gui-Song],
UNIC-Adapter: Unified Image-Instruction Adapter with Multi-Modal
Transformer for Image Generation,
CVPR25(7963-7973)
IEEE DOI
2508
Adaptation models, Image synthesis, Layout, Text to image,
Transformers, Diffusion models, Data mining
BibRef
Patel, Z.[Zakaria],
Serkh, K.[Kirill],
Enhancing Image Layout Control with Loss-Guided Diffusion Models,
WACV25(3916-3924)
IEEE DOI
2505
Visualization, Attention mechanisms, Image synthesis,
Computational modeling, Layout, Noise, Diffusion models, loss guidance
BibRef
Arrabi, A.[Ahmad],
Zhang, X.H.[Xiao-Han],
Sultani, W.[Waqas],
Chen, C.[Chen],
Wshah, S.[Safwan],
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and
Text Guidance,
WACV25(5356-5366)
IEEE DOI Code:
WWW Link.
2505
Geometry, Image segmentation, Costs, Image synthesis, Geology,
Computational modeling, Layout, Diffusion models, multimodality
BibRef
Guo, D.F.[Dan-Feng],
Agarwal, S.[Sanchit],
Lin, Y.H.[Yu-Hsiang],
Kao, J.Y.[Jiun-Yu],
Chung, T.[Tagyoung],
Peng, N.[Nanyun],
Bansal, M.[Mohit],
Improving Faithfulness of Text-to-Image Diffusion Models through
Inference Intervention,
WACV25(4077-4086)
IEEE DOI
2505
Measurement, Accuracy, Computational modeling, Noise reduction,
Layout, Retrieval augmented generation, Text to image, Diffusion models
BibRef
Wang, Y.L.[Yi-Lin],
Chen, Z.Y.[Ze-Yuan],
Zhong, L.J.[Liang-Jun],
Ding, Z.[Zheng],
Tu, Z.W.[Zhuo-Wen],
Dolfin: Diffusion Layout Transformers Without Autoencoder,
ECCV24(LI: 326-343).
Springer DOI
2412
BibRef
Iwai, S.[Shoma],
Osanai, A.[Atsuki],
Kitada, S.[Shunsuke],
Omachi, S.[Shinichiro],
Layout-corrector: Alleviating Layout Sticking Phenomenon in Discrete
Diffusion Model,
ECCV24(XXXIV: 92-110).
Springer DOI
2412
BibRef
Shabani, M.A.[Mohammad Amin],
Wang, Z.W.[Zhao-Wen],
Liu, D.[Difan],
Zhao, N.X.[Nan-Xuan],
Yang, J.[Jimei],
Furukawa, Y.[Yasutaka],
Visual Layout Composer: Image-Vector Dual Diffusion Model for Design
Layout Generation,
CVPR24(9222-9231)
IEEE DOI Code:
WWW Link.
2410
Visualization, Computational modeling, Layout, Diffusion models,
Controllability, Vectors
BibRef
Ren, J.W.[Jia-Wei],
Xu, M.M.[Meng-Meng],
Wu, J.C.[Jui-Chieh],
Liu, Z.W.[Zi-Wei],
Xiang, T.[Tao],
Toisoul, A.[Antoine],
Move Anything with Layered Scene Diffusion,
CVPR24(6380-6389)
IEEE DOI
2410
Codes, Layout, Noise reduction, Memory management, Text to image,
Process control
BibRef
Habibian, A.[Amirhossein],
Ghodrati, A.[Amir],
Fathima, N.[Noor],
Sautiere, G.[Guillaume],
Garrepalli, R.[Risheek],
Porikli, F.M.[Fatih M.],
Petersen, J.[Jens],
Clockwork Diffusion: Efficient Generation With Model-Step
Distillation,
CVPR24(8352-8361)
IEEE DOI Code:
WWW Link.
2410
Training, Adaptation models, Runtime, Noise reduction, Semantics,
Layout, Text to image, diffusion, efficient diffusion,
distillation
BibRef
Phung, Q.[Quynh],
Ge, S.W.[Song-Wei],
Huang, J.B.[Jia-Bin],
Grounded Text-to-Image Synthesis with Attention Refocusing,
CVPR24(7932-7942)
IEEE DOI
2410
Visualization, Large language models, Computational modeling,
Layout, Text to image, Benchmark testing, Diffusion models,
grounded text-to-image
BibRef
Gong, B.[Biao],
Huang, S.[Siteng],
Feng, Y.T.[Yu-Tong],
Zhang, S.W.[Shi-Wei],
Li, Y.[Yuyuan],
Liu, Y.[Yu],
Check, Locate, Rectify: A Training-Free Layout Calibration System for
Text- to- Image Generation,
CVPR24(6624-6634)
IEEE DOI Code:
WWW Link.
2410
Image synthesis, Layout, Pipelines, Text to image, Benchmark testing,
Diffusion models, Generators, text-to-image generation, training-free
BibRef
Shirakawa, T.[Takahiro],
Uchida, S.[Seiichi],
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on
Noise Cropping and Merging,
CVPR24(8921-8930)
IEEE DOI Code:
WWW Link.
2410
Image synthesis, Image edge detection, Noise, Layout,
Noise reduction, Merging, Text to image, diffusion model,
text-to-image generation
BibRef
Sueyoshi, K.[Kota],
Matsubara, T.[Takashi],
Predicated Diffusion: Predicate Logic-Based Attention Guidance for
Text-to-Image Diffusion Models,
CVPR24(8651-8660)
IEEE DOI
2410
Image quality, Image synthesis, Natural languages, Layout,
Text to image, Diffusion models, text-to-image generation, attention guidance
BibRef
Yang, B.B.[Bin-Bin],
Luo, Y.[Yi],
Chen, Z.L.[Zi-Liang],
Wang, G.R.[Guang-Run],
Liang, X.D.[Xiao-Dan],
Lin, L.[Liang],
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts,
ICCV23(22612-22622)
IEEE DOI
2401
BibRef
Levi, E.[Elad],
Brosh, E.[Eli],
Mykhailych, M.[Mykola],
Perez, M.[Meir],
DLT: Conditioned layout generation with Joint Discrete-Continuous
Diffusion Layout Transformer,
ICCV23(2106-2115)
IEEE DOI Code:
WWW Link.
2401
BibRef
Couairon, G.[Guillaume],
Careil, M.[Marlène],
Cord, M.[Matthieu],
Lathuilière, S.[Stéphane],
Verbeek, J.[Jakob],
Zero-shot spatial layout conditioning for text-to-image diffusion
models,
ICCV23(2174-2183)
IEEE DOI
2401
BibRef
Chai, S.[Shang],
Zhuang, L.S.[Lian-Sheng],
Yan, F.Y.[Feng-Ying],
LayoutDM: Transformer-based Diffusion Model for Layout Generation,
CVPR23(18349-18358)
IEEE DOI
2309
BibRef
Hui, M.[Mude],
Zhang, Z.Z.[Zhi-Zheng],
Zhang, X.Y.[Xiao-Yi],
Xie, W.X.[Wen-Xuan],
Wang, Y.W.[Yu-Wang],
Lu, Y.[Yan],
Unifying Layout Generation with a Decoupled Diffusion Model,
CVPR23(1942-1951)
IEEE DOI
2309
BibRef
Zheng, G.C.[Guang-Cong],
Zhou, X.P.[Xian-Pan],
Li, X.W.[Xue-Wei],
Qi, Z.A.[Zhong-Ang],
Shan, Y.[Ying],
Li, X.[Xi],
LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image
Generation,
CVPR23(22490-22499)
IEEE DOI
2309
BibRef
Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Diffusion for High Resoluion, Super-Resolution Image Generation .