Papers › Personalizing Text-to-Image Generation via Aesthetic Gradients

Personalizing Text-to-Image Generation via Aesthetic Gradients

25 Sep 2022arXiv:2209.12330archive 2025-07-28

Victor Gallego

This work proposes aesthetic gradients, a method to personalize a CLIP-conditioned diffusion model by guiding the generative process towards custom aesthetics defined by the user from a set of images. The approach is validated with qualitative and quantitative experiments, using the recent stable diffusion model and several aesthetically-filtered datasets. Code is released at https://github.com/vicgalle/stable-diffusion-aesthetic-gradients

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