AI RESEARCH
A Unified and Controllable Framework for Layered Image Generation with Visual Effects
arXiv CS.CV
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ArXi:2601.15507v2 Announce Type: replace Recent image generation models produce impressive composites, but often fail to preserve the identity of user-provided content when editing specific elements: the surrounding scene may shift, and even the edited object's appearance can drift from the original.