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diffuseR: Functional Interface to Diffusion Models in R

Troy Hernandez

2026

Abstract

A native R implementation of diffusion models providing a functional interface to state-of-the-art generative AI. Inspired by the 'Python' library 'diffusers' from 'Hugging Face' , 'diffuseR' generates and manipulates images from text prompts using models such as 'Stable Diffusion', with no 'Python' dependency. Supports multiple diffusion schedulers and device acceleration.

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