Diffusion model-based image editing: A survey

Y Huang, J Huang, Y Liu, M Yan, J Lv, J Liu… - ar** ddim inversion features for zero-shot text-to-video editing
Y Feng, S Gao, Y Bao, X Wang, S Han, J Zhang… - … on Computer Vision, 2024 - Springer
Text-driven video editing has emerged as a prominent application based on the
breakthroughs of image diffusion models. Existing state-of-the-art methods focus on zero …

A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models

X Shuai, H Ding, X Ma, R Tu, YG Jiang… - arxiv preprint arxiv …, 2024 - arxiv.org
Image editing aims to edit the given synthetic or real image to meet the specific requirements
from users. It is widely studied in recent years as a promising and challenging field of …

Layout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation

K Kim, W Seo, S Nam, B Kim, S Jeong, W Cho… - arxiv preprint arxiv …, 2024 - arxiv.org
Personalized text-to-image (P-T2I) generation aims to create new, text-guided images
featuring the personalized subject with a few reference images. However, balancing the …

Training-Free Consistency Pipeline for Fashion Repose

P Aghilar, VW Anelli, M Trizio, T Di Noia - arxiv preprint arxiv:2501.13692, 2025 - arxiv.org
Recent advancements in diffusion models have significantly broadened the possibilities for
editing images of real-world objects. However, performing non-rigid transformations, such as …

DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model

E Yosef, R Giryes - arxiv preprint arxiv:2408.07541, 2024 - arxiv.org
The flat lensless camera design reduces the camera size and weight significantly. In this
design, the camera lens is replaced by another optical element that interferes with the …