Low-Resolution Editing is All You Need for High-Resolution Editing

ArXi:2511.19945v2 Announce Type: replace High-resolution content creation is rapidly emerging as a central challenge in both the vision and graphics communities. Images serve as the most fundamental modality for visual expression, and content generation that aligns with the user intent requires effective, controllable high-resolution image manipulation mechanisms. However, existing approaches remain limited to low-resolution settings, typically ing only up to 1K resolution. In this work, we