CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion

Input Scenes "Turn him into a joker" "Give him a hat" "Give him a pair of sunglasses" "Turn his body into a bronze statue" "Turn him into a robot" "Put him in a suit" "What if the man was painted in style?" "What if it was painted in style?" "Turn him into a Superman" Figure 1 . We present CTRL-D, a dynamic 3D scene editing framework that enables controllable, high-quality, consistent scene edits by editing only a single image using any 2D editing approach. Our framework is also compatible with both monocular and multi-camera scenes. Please see our project page for more dynamic visualizations: https://IHe-KaiI.github.io/CTRL-D/ .