Vector graphic pattern generation

A non-transitory computer readable medium storing code for image processing, the code comprising instructions that, when executed by at least one processor, causes the at least one processor to perform operations comprising:

• obtaining a noise input and an input prompt;
• sampling a diffusion step using a noise-based scheduling function;
• shifting a coordinate frame of the noise input based on the diffusion step to obtain a shifted coordinate frame;
• and
• generating, using an image generation model, a synthetic image by denoising the noise input based on the input prompt and the shifted coordinate frame.

An apparatus comprising:

• at least one processor;
• at least one memory including instructions executable by the at least one processor;
• and
• an image generation model comprising parameters in the at least one memory and configured to sample a diffusion step using a noise-based scheduling function, shift a coordinate frame of a noise input based on the diffusion step to obtain a shifted coordinate frame, and generate a synthetic image by denoising the noise input based on an input prompt and the shifted coordinate frame, wherein the input prompt comprises a pattern element and the synthetic image comprises a repetition of the pattern element.