LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation

30 March 2023

Ying Shan

Xi Li

DiffM

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Papers citing "LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation"

34 / 34 papers shown

Title
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map Alessandro Simoni Francesco Pelosin 38 0 0 06 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 55 0 0 02 May 2025
Improving Editability in Image Generation with Layer-wise Memory Daneul Kim Jaeah Lee Jaesik Park DiffM KELM 53 0 0 02 May 2025
DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer Junpeng Jiang Gangyi Hong Miao Zhang Hengtong Hu Kun Zhan Rui Shao Liqiang Nie VGen 49 0 0 28 Apr 2025
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes Nikai Du Zhennan Chen Z. Chen Shan Gao Xi Chen Zhengkai Jiang Jian Yang Ying Tai DiffM 38 0 0 30 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 33 0 0 09 Mar 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 40 0 0 21 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 66 4 0 20 Jan 2025
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing Chuang Yang Bingxuan Zhao Qing Zhou Qi Wang 73 1 0 18 Dec 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 69 5 0 23 Nov 2024
X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios Yichen Xie Chenfeng Xu C-T.John Peng Shuqi Zhao Nhat Ho Alexander T. Pham Mingyu Ding M. Tomizuka W. Zhan DiffM 31 2 0 02 Nov 2024
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Arash Marioriyad Mohammadali Banayeeanzade Reza Abbasi M. Rohban M. Baghshah DiffM 56 3 0 28 Oct 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu S. Zhang Xiaofan Zhang MedIm 21 2 0 20 Oct 2024
GroundingBooth: Grounding Text-to-Image Customization Zhexiao Xiong Wei Xiong Jing Shi He Zhang Yizhi Song Nathan Jacobs DiffM 52 6 0 13 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 37 11 0 11 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 27 0 0 07 Sep 2024
ProCreate, Don't Reproduce! Propulsive Energy Diffusion for Creative Generation Jack Lu Ryan Teehan Mengye Ren DiffM 24 3 0 05 Aug 2024
Mixed-View Panorama Synthesis using Geospatially Guided Diffusion Zhexiao Xiong Xin Xing Scott Workman Subash Khanal Nathan Jacobs DiffM MDE 44 1 0 12 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Y. Yang 85 11 0 02 Jul 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin Sicheng Mo Ben Klingher Fangzhou Mu Bolei Zhou DiffM 14 15 0 11 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 34 40 0 11 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 18 1 0 06 Jun 2024
TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation Junhao Cheng Baiqiao Yin Kaixin Cai Minbin Huang Hanhui Li ... Yue Li Yifei Li Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM MLLM 24 12 0 29 Apr 2024
Spatial-Aware Latent Initialization for Controllable Image Generation Wenqiang Sun Tengtao Li Zehong Lin Jun Zhang 17 10 0 29 Jan 2024
Image Synthesis with Graph Conditioning: CLIP-Guided Diffusion Models for Scene Graphs Rameshwar Mishra A. V. Subramanyam DiffM 6 2 0 25 Jan 2024
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 99 35 0 29 Aug 2023
Collage Diffusion Vishnu Sarukkai Linden Li Arden Ma Christopher Ré Kayvon Fatahalian DiffM 10 23 0 01 Mar 2023
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 213 1,277 0 02 Sep 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 208 809 0 04 Apr 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 203 19,191 0 21 Nov 2016