UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
Text-to-Image (T2I) diffusion models have shown impressive results in generating visually compelling images following user prompts. Building on this, various methods further fine-tune the pre-trained T2I model for specific tasks. However, this requires separate model architectures, training designs, and multiple parameter sets to handle different tasks. In this paper, we introduce UniVG, a generalist diffusion model capable of supporting a diverse range of image generation tasks with a single set of weights. UniVG treats multi-modal inputs as unified conditions to enable various downstream…
3D-aware image synthesis encompasses a variety of tasks, such as scene generation and novel view synthesis from images. Despite numerous task-specific methods, developing a comprehensive model remains challenging. In this paper, we present SSDNeRF, a unified approach that employs an expressive diffusion model to learn a generalizable prior of neural…
Stability AI launches Stable Doodle, a sketch-to-image tool that converts a simple drawing into a dynamic image, providing limitless imaging possibilities to a range of professionals and hobbyists.Bringing a drawing to life has never been made simpler. This new tool from Clipdrop by Stability AI has the ability to dramatically…
Stable Doodle is an Artificial Intelligence (AI) art generator that generates realistic images from sketches. This AI art generator will turn any of your sketches into a dynamic and accurate image. Stable Doodle is the latest AI image generation technology developed by Stability AI–the owner of Stable Diffusion. So, how…