Transforming Image Editors into Video Editors

arXiv:2610.11037 · cs.CV · Submitted 2026-10-08 · Read on arXiv

cs.CV

Submitted: 2026-10-08

Updated: 2026-10-08

Code: https://github.com/wangf3014/AVE

Terminology

Fidelity — 16× in this paper · explained in 2 episodes
Consistency — 15× in this paper · explained in 3 episodes
Diffusion Model — 15× in this paper · explained in 8 episodes
Ablation — 8× in this paper · explained in 1 episode
Diffusion Models — 7× in this paper · explained in 6 episodes
Semantic Understanding — 4× in this paper · explained in 2 episodes
Anchor-based Video Editing — 3× in this paper
Benchmark — 3× in this paper · explained in 2 episodes
Temporal consistency — 3× in this paper · explained in 2 episodes
Ablation study — 2× in this paper · explained in 1 episode
Alignment — 2× in this paper · explained in 1 episode
Temporal Reasoning — 2× in this paper · explained in 2 episodes
Transformer — 2× in this paper · explained in 2 episodes
Two-Stage Framework — 2× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
In-Context Learning — 1× in this paper · explained in 4 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Robustness — 1× in this paper · explained in 5 episodes

Sources

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