SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form
Layout-to-Image Generation

SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation

20 August 2023

Xiaojun Chang

Mengmeng Wang

Jingdong Wang

Papers citing "SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation"

13 / 13 papers shown

Title
SVIA: A Street View Image Anonymization Framework for Self-Driving Applications Dongyu Liu Xuhong Wang Cen Chen Yanhao Wang Shengyue Yao Yilun Lin 33 0 0 17 Jan 2025
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization Haowei Zhu Dehua Tang Ji Liu Mingjie Lu Jintu Zheng ... Spandan Tiwari Ashish Sirasao Jun-Hai Yong Bin Wang E. Barsoum DiffM 29 5 0 22 Oct 2024
GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models Jian Ma Yonglin Deng Chen Chen H. Lu Zhenyu Yang Zhenyu Yang VLM DiffM 97 6 0 02 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 27 8 0 27 Jun 2024
LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions Xiaoran Zhao Tianhao Wu Yu Lai Zhiliang Tian Zhen Huang Yahui Liu Zejiang He Dongsheng Li DiffM 36 1 0 21 Apr 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 72 35 0 07 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 35 15 0 06 Mar 2024
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 55 3 0 13 Dec 2023
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,143 0 10 Sep 2022
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 189 178 0 25 May 2022
Image Synthesis via Semantic Composition Yi Wang Lu Qi Ying-Cong Chen X. Zhang Jiaya Jia 181 61 0 15 Sep 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 193 185 0 08 Dec 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016