Jul 2026
From Draft to Draft-Free: One-Step Video Object Removal via Privileged Distillation and Fast Planting
From-Draft-to-Draft-Free (D2DF), a framework that distills the ability of transforming coarse drafts into refined videos into a one-step video generation model, achieves state-of-the-art performance on multiple metrics, surpassing traditional and multi-step generative methods in both quality and efficiency.
Zi-Zhao Chen, Ping Wei, Guang Dai et al.
· arXiv.org · 2 citations