Open-World Amodal Appearance Completion

Figure 1. Examples of our open-world amodal completion using both specific (e.g., "polar bear") and abstract (e.g., "What is the mammal in this image") text queries. Our approach supports various applications, including image editing, novel view synthesis and 3D reconstruction.