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2025-11-14 06:08:26

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Open Graph

title

description

ActAnywhere: Subject-Aware Video Background Generation

image

site name

author

updated

2026-02-19 23:33:37

raw text

ActAnywhere ActAnywhere Subject-Aware Video Background Generation Boxiao Pan 1,2 Zhan Xu 2 Chun-Hao Paul Huang 2 Krishna Kumar Singh 2 Yang Zhou 2 Leonidas J. Guibas 1 Jimei Yang 3 1 Stanford University 2 Adobe Research 3 Runway NeurIPS 2024 [arXiv] Subject segmentation sequence + Image of a background → Subject-aware video background! Abstract We study a novel problem to automatically generate video background that tailors to foreground subject motion. It is an important problem for the movie industry and visual effects community, which traditionally requires tedious manual efforts to solve. To this end, we propose ActAnywhere , a video diffusion model that takes as input a sequence of foreground subject segmentation together with an image of a novel background, and generates a video of ...

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