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 …
Mm-soc: Benchmarking multimodal large language models in social media platforms
Social media platforms are hubs for multimodal information exchange, encompassing text,
images, and videos, making it challenging for machines to comprehend the information or …
images, and videos, making it challenging for machines to comprehend the information or …
Wave: Warping ddim inversion features for zero-shot text-to-video editing
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 …
breakthroughs of image diffusion models. Existing state-of-the-art methods focus on zero …
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation
Generative Adversarial Networks (GANs), particularly StyleGAN and its variants, have
demonstrated remarkable capabilities in generating highly realistic images. Despite their …
demonstrated remarkable capabilities in generating highly realistic images. Despite their …
UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
Abstract 3D face reconstruction aims at generating high-fidelity 3D face shapes and textures
from single-view or multi-view images. However current prevailing facial texture generation …
from single-view or multi-view images. However current prevailing facial texture generation …
A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
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 …
from users. It is widely studied in recent years as a promising and challenging field of …
Stable-hair: Real-world hair transfer via diffusion model
Current hair transfer methods struggle to handle diverse and intricate hairstyles, thus limiting
their applicability in real-world scenarios. In this paper, we propose a novel diffusion-based …
their applicability in real-world scenarios. In this paper, we propose a novel diffusion-based …
Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis
Recent advances in diffusion models have demonstrated exceptional capabilities in image
and video generation, further improving the effectiveness of 4D synthesis. Existing 4D …
and video generation, further improving the effectiveness of 4D synthesis. Existing 4D …
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 …
Taming Rectified Flow for Inversion and Editing
Rectified-flow-based diffusion transformers, such as FLUX and OpenSora, have
demonstrated exceptional performance in the field of image and video generation. Despite …
demonstrated exceptional performance in the field of image and video generation. Despite …