Diffusion model-based image editing: A survey

Y Huang, J Huang, Y Liu, M Yan, J Lv, J Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Denoising diffusion models have emerged as a powerful tool for various image generation
and editing tasks, facilitating the synthesis of visual content in an unconditional or input …

Efficient diffusion models: A comprehensive survey from principles to practices

Z Ma, Y Zhang, G Jia, L Zhao, Y Ma, M Ma… - arxiv preprint arxiv …, 2024 - arxiv.org
As one of the most popular and sought-after generative models in the recent years, diffusion
models have sparked the interests of many researchers and steadily shown excellent …

Contrastive denoising score for text-guided latent diffusion image editing

H Nam, G Kwon, GY Park… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
With the remarkable advent of text-to-image diffusion models image editing methods have
become more diverse and continue to evolve. A promising recent approach in this realm is …

Score-Guided Diffusion for 3D Human Recovery

A Stathopoulos, L Han… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Abstract We present Score-Guided Human Mesh Recovery (ScoreHMR) an approach for
solving inverse problems for 3D human pose and shape reconstruction. These inverse …

AVID: Any-Length Video Inpainting with Diffusion Model

Z Zhang, B Wu, X Wang, Y Luo… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in diffusion models have successfully enabled text-guided image
inpainting. While it seems straightforward to extend such editing capability into the video …

LEGO: L earning EGO centric Action Frame Generation via Visual Instruction Tuning

B Lai, X Dai, L Chen, G Pang, JM Rehg… - European Conference on …, 2024 - Springer
Generating instructional images of human daily actions from an egocentric viewpoint serves
as a key step towards efficient skill transfer. In this paper, we introduce a novel problem …

Flexiedit: Frequency-aware latent refinement for enhanced non-rigid editing

G Koo, S Yoon, JW Hong, CD Yoo - European Conference on Computer …, 2024 - Springer
Current image editing methods primarily utilize DDIM Inversion, employing a two-branch
diffusion approach to preserve the attributes and layout of the original image. However …

Eta inversion: Designing an optimal eta function for diffusion-based real image editing

W Kang, K Galim, HI Koo - European Conference on Computer Vision, 2024 - Springer
Diffusion models have achieved remarkable success in the domain of text-guided image
generation and, more recently, in text-guided image editing. A commonly adopted strategy …

Layout-agnostic scene text image synthesis with diffusion models

Q Zhangli, J Jiang, D Liu, L Yu, X Dai… - 2024 IEEE/CVF …, 2024 - computer.org
While diffusion models have significantly advanced the quality of image generation, their
capability to accurately and coherently render text within these images remains a substantial …

Instantaneous Perception of Moving Objects in 3D

D Liu, B Zhuang, DN Metaxas… - Proceedings of the …, 2024 - openaccess.thecvf.com
The perception of 3D motion of surrounding traffic participants is crucial for driving safety.
While existing works primarily focus on general large motions we contend that the …