cts.Meanwhile, we introduce the
Corner Centered Layout, which concatenates reference images and the background
image as input to the FLUX.1-Fill model. During progressive denoising,
positional embedding transplant is applied to guide the noise distribution in
the target region toward that of the reference object. In this way, Corner
Centered Layout effectively directs the FLUX.1-Fill model to synthesize
identity-consistent content at the desired location. Extensive experiments
demonstrate that PosBridge out