Ctrl&Shift: High-Quality Geometry-Aware Object Manipulation in Visual Generation

Penghui Ruan, Bojia Zi, Xianbiao Qi +5

Object-level manipulation, relocating or reorienting objects in images or videos while preserving scene realism, is central to film post-production, AR, and creative editing. Yet e…