Armando Fortes, Tianyi Wei, Shangchen Zhou, Xingang Pan · Text-to-Image

Bokeh Diffusion

A framework that enables precise defocus blur (bokeh) control in text-to-image diffusion models by conditioning on physical camera parameters, using a hybrid training pipeline with synthetic blur augmentations and a grounded self-attention mechanism to preserve scene content while adjusting blur strength.