Sheng-Xiao Zhou

Beyond Temporal Smoothing: Spatial Energy Budgets Stabilize One-Step Diffusion Editing

BudEdit identifies spatial energy misallocation as a distinct and measurable failure mode: across two independent noise draws, the residual field is essentially unrepeatable, making the background field unreliable for direct transport, while its total energy still sets a usable magnitude for the draw at hand.