Presentation

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Motion Inversion for Video Customization

SessionStabilize and Personalize Your Pixels

DescriptionWe propose Motion Embeddings for video generation, enabling precise motion in video transfer across diverse scenes and objects. These embeddings disentangle motion from appearance, preserving original dynamics while adapting to new prompts. Experiments show that our method achieved high-quality, prompt-aligned video generation across a wide range of scenarios.

Authors

Luozhou Wang

Hong Kong University of Science and Technology, Guangzhou

Ziyang Mai

Hong Kong University of Science and Technology, Guangzhou

Guibao Shen

Hong Kong University of Science and Technology, Guangzhou

Yixun Liang

Hong Kong University of Science and Technology

Xin Tao

Kuaishou Technology

Pengfei Wan