draft-free editing 1knowledge distillation 1one-step generation 1temporal transformer 1video object removal 1
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cs.CV2026
From Draft to Draft-Free: One-Step Video Object Removal via Privileged Distillation and Fast Planting
Zizhao Chen, Ping Wei, Guang Dai +2
The paper introduces D2DF, a one‑step video object removal framework that learns to turn coarse removal drafts into high‑quality videos via privileged distillation, and adds a self…
cs.CV2025
-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting
Zhimin Liao, Ping Wei, Ruijie Zhang +3
Forecasting the evolution of 3D scenes and generating unseen scenarios via occupancy-based world models offers substantial potential for addressing corner cases in autonomous drivi…