LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation

16 February 2023

Jiaxin Cheng

Tianjun Xiao

Papers citing "LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation"

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Title
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 64 0 0 24 Apr 2025
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis Andrea Rigo Luca Stornaiuolo Mauro Martino Bruno Lepri N. Sebe 55 0 0 18 Apr 2025
CoProSketch: Controllable and Progressive Sketch Generation with Diffusion Model Ruohao Zhan Yijin Li Yisheng He Shuo Chen Yichen Shen Xinyu Chen Zilong Dong Zhaoyang Huang Guofeng Zhang DiffM 61 0 0 11 Apr 2025
Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing Fan Qi Yu Duan Changsheng Xu DiffM 64 0 0 27 Mar 2025
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation Yanjie Pan Qu He Zhengkai Jiang P. Xu Chaoyi Wang ... Yun Cao Zhenye Gan M. Chi Bo Peng Yun Wang DiffM 68 3 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 58 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 87 4 0 20 Jan 2025
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis Deepak Sridhar Abhishek Peri Rohith Rachala Nuno Vasconcelos DiffM 45 0 0 29 Oct 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation Phillip Y. Lee Taehoon Yoon Minhyuk Sung 74 4 1 27 Oct 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation Bo Cheng Yuhang Ma Liebucha Wu Shanyuan Liu Ao Ma Xiaoyu Wu Dawei Leng Yuhui Yin DiffM 38 10 0 18 Oct 2024
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models Conghan Yue Zhengwei Peng Shiyan Du Zhi Ji Chuangjian Cai Le Wan Dongyu Zhang 25 0 0 02 Oct 2024
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation Yunnan Wang Ziqiang Li Zequn Zhang Wenyao Zhang Baao Xie Xihui Liu Wenjun Zeng Xin Jin CoGe DiffM 36 2 0 01 Oct 2024
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond Hong Chen Xin Wang Yuwei Zhou Bin Huang Yipeng Zhang Wei Feng Houlun Chen Zeyang Zhang Siao Tang Wenwu Zhu DiffM 89 8 0 23 Sep 2024
MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control Yining Yao Xi Guo C. Ding Wei Wu VGen 49 2 0 10 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 60 0 0 07 Sep 2024
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection Sen Nie Zhuo Wang Xinxin Wang Kun He DiffM 105 0 0 06 Aug 2024
FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection Jian-wen Zhao Xin Li Fan Yang Qiang Zhai Ao Luo Zicheng Jiao Hong Cheng DiffM 57 7 0 18 Jul 2024
AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation Yanan Sun Yanchen Liu Yinhao Tang Wenjie Pei Kai Chen DiffM 55 10 0 27 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou Michael Simon Zhenghao Peng Sicheng Mo Hongzi Zhu Minyi Guo Bolei Zhou VGen 58 11 0 13 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 53 1 0 06 Jun 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 94 7 0 27 May 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping Huang Jiulong Shan Huimin Ma Jian Yuan 44 4 0 24 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 51 3 0 23 May 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 45 5 0 22 Apr 2024
Identification of Fine-grained Systematic Errors via Controlled Scene Generation Valentyn Boreiko Matthias Hein J. H. Metzen 42 1 0 10 Apr 2024
Strictly-ID-Preserved and Controllable Accessory Advertising Image Generation Youze Xue Binghui Chen Yifeng Geng Xuansong Xie Jiansheng Chen Hongbing Ma DiffM 35 3 0 07 Apr 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 55 0 0 27 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 38 2 0 20 Mar 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception Yibo Wang Ruiyuan Gao Kai Chen Kaiqiang Zhou Yingjie Cai ... Zhenguo Li Lihui Jiang Dit-Yan Yeung Qiang Xu Kai Zhang DiffM 133 21 0 20 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 80 37 0 07 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 43 17 0 06 Mar 2024
When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability Wenjie Xuan Yufei Xu Shanshan Zhao Chaoyue Wang Juhua Liu Bo Du Dacheng Tao 26 2 0 01 Mar 2024
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 76 3 0 13 Dec 2023
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models Pengxiang Li Kai Chen Zhili Liu Ruiyuan Gao Lanqing Hong Guo Zhou Hua Yao Dit-Yan Yeung Huchuan Lu Xu Jia VGen DiffM 35 0 0 01 Dec 2023
Panacea: Panoramic and Controllable Video Generation for Autonomous Driving Yuqing Wen Yucheng Zhao Yingfei Liu Fan Jia Yanhui Wang Chong Luo Chi Zhang Tiancai Wang Xiaoyan Sun Xiangyu Zhang 80 60 0 28 Nov 2023
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 61 12 0 21 Nov 2023
Consistent Video-to-Video Transfer Using Synthetic Dataset Jiaxin Cheng Tianjun Xiao Tong He VGen DiffM 44 14 0 01 Nov 2023
DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model Xiaofan Li Yifu Zhang Xiaoqing Ye VGen 75 73 0 11 Oct 2023
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline Valentyn Boreiko Matthias Hein J. H. Metzen 36 6 0 23 Sep 2023
MaskDiffusion: Boosting Text-to-Image Consistency with Conditional Mask Yupeng Zhou Daquan Zhou Zuo-Liang Zhu Yaxing Wang Qibin Hou Jiashi Feng 40 10 0 08 Sep 2023
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation Leigang Qu Shengqiong Wu Hao Fei Liqiang Nie Tat-Seng Chua LM&Ro DiffM MLLM 66 90 0 09 Aug 2023
BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout Kairui Yang Enhui Ma Jibing Peng Qing Guo Di Lin Kaicheng Yu DiffM 42 57 0 03 Aug 2023
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation Kai Chen Enze Xie Zhe Chen Yibo Wang Lanqing Hong Zhenguo Li Dit-Yan Yeung DiffM 30 21 0 07 Jun 2023
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models Long Lian Boyi Li Adam Yala Trevor Darrell 48 153 0 23 May 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 36 989 0 16 Feb 2023
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 49 0 27 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 401 1,612 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 260 4,842 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 391 10,443 0 12 Dec 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 233 817 0 04 Apr 2018