Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance

ArXi:2603.02175v3 Announce Type: replace-cross Instruction-based video editing has witnessed rapid progress, yet current methods often struggle with precise visual control, as natural language is inherently limited in describing complex visual nuances. Although reference-guided editing offers a robust solution, its potential is currently bottlenecked by the scarcity of high-quality paired