Spatial-Aware Latent Initialization for Controllable Image Generation

Spatial-Aware Latent Initialization for Controllable Image Generation

29 January 2024

Wenqiang Sun

Papers citing "Spatial-Aware Latent Initialization for Controllable Image Generation"

12 / 12 papers shown

Title
HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation Hang Wang Zhi-Qi Cheng Chenhao Lin Chao Shen Lei Zhang DiffM 32 0 0 10 May 2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 48 0 0 24 Apr 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 58 0 0 28 Mar 2025
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Mohit Bansal 62 14 0 16 Oct 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 36 4 0 04 Jun 2024
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation Junhao Cheng Xi Lu Hanhui Li Khun Loun Zai Baiqiao Yin Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM VGen 21 10 0 03 Jun 2024
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 30 12 0 21 Nov 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 124 217 0 06 Apr 2023
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
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 209 170 0 30 Jun 2022
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 188 183 0 08 Dec 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015