Diffusion model-based image editing: A survey
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 …
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 …
models have sparked the interests of many researchers and steadily shown excellent …
Contrastive denoising score for text-guided latent diffusion image editing
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 …
become more diverse and continue to evolve. A promising recent approach in this realm is …
Score-Guided Diffusion for 3D Human Recovery
Abstract We present Score-Guided Human Mesh Recovery (ScoreHMR) an approach for
solving inverse problems for 3D human pose and shape reconstruction. These inverse …
solving inverse problems for 3D human pose and shape reconstruction. These inverse …
AVID: Any-Length Video Inpainting with Diffusion Model
Recent advances in diffusion models have successfully enabled text-guided image
inpainting. While it seems straightforward to extend such editing capability into the video …
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
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 …
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
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 …
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
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 …
generation and, more recently, in text-guided image editing. A commonly adopted strategy …
Layout-agnostic scene text image synthesis with diffusion models
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 …
capability to accurately and coherently render text within these images remains a substantial …
Instantaneous Perception of Moving Objects in 3D
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 …
While existing works primarily focus on general large motions we contend that the …