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VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control

DescriptionVideoPainter introduces a dual-branch framework for video inpainting with a lightweight context encoder that integrates with pre-trained diffusion transformers. Its ID resampling strategy maintains identity consistency across any-length videos, while VPData and VPBench provide the largest segmentation-mask dataset with captions. The system achieves state-of-the-art performance in video inpainting and editing.

Authors

Yuxuan Bian

The Chinese University of Hong Kong

The Chinese University of Hong Kong

Mingdeng Cao

The University of Tokyo

Liangbin Xie

University of Macau