

Dreamwalk
Overview :
DreamWalk is a diffusion guidance-based text-perceiving image generation method that allows for fine-grained control over the style and content of images without requiring fine-tuning or modification of the diffusion model's internal layers. It supports various style interpolation and space-varying guidance functions and can be widely applied to various diffusion models.
Target Users :
Creative applications such as image generation and style transfer.
Use Cases
Applying different styles, such as impressionism or pixel art, to a base image using DreamWalk.
Applying different styles to different regions of an image using DreamWalk.
Performing style interpolation between different models using DreamWalk.
Features
Fine-grained control over image style
Supports multiple style interpolations
Supports space-varying guidance functions
No modification of the diffusion model's internal structure required
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