Embedding Physical Reasoning into Diffusion-Based Shadow Generation Under the Sun and Sky

Generating realistic cast shadows for inserted foreground objects requires reasoning about scene geometry and illumination. However, most learning-based approaches treat shadow generation as an image translation problem and capture these physical relationships only implicitly. This often results in