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Preprint Jul 2026

OSVE: One Step Video Editing with One Step Diffusion Models

OSVE is presented, the first framework to successfully adapt one-step Text-to-Image (T2I) models for high-quality video editing, addressing the core challenges of inversion, editability, and temporal consistency.

Habin Lim, Gyeong-Moon Park · 0 citations