switcher, the diffusion model can generate two different do-
mains. However, it is important to note that for a single
view, there is no guarantee that the generated color image
and the normal map will be geometrically consistent. To ad-
dress this issue and ensure the consistency between the gen-
erated normal maps and color images, we introduce a cross-
domain attention mechanism to facilitate the exchange of
information between the two domains. This mechanism
aims to ensure that the generated outputs align well in terms
of geometry and appearance.
Wonder3D