J. Lee

Through Van Gogh's Eyes: Global Style Transfer with Diffusion Model

Global Style Guidance (GSG), which learns a residual global style offset in the intermediate feature space, or h-space, of a diffusion model under a fixed prompt, mitigates text-dependent artistic bias and achieves superior stylistic fidelity, content preservation, and output diversity compared to existing style transf...