Ming Li*

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

"To enhance the controllability of text-to-image diffusion models, existing efforts like ControlNet incorporated image-based conditional controls. In this paper, we reveal that existing methods still face significant challenges in generating images that align with the image conditional controls. To…