LayerAnimate-DiT

LayerAnimate-DiT

Project | Github | Paper

<div align="center"> <img src='demos.gif'></img></div>

LayerAnimate is a novel video diffusion framework with layer-aware architecture that empowers the manipulation of layers through layer-level controls.

This is a DiT variant of the LayerAnimate model that based on Wan2.1 (1.3B) as the backbone and VACE as the control branch.

Citation

Please consider citing our work as follows if it is helpful.

@article{yang2025layeranimate,
  author    = {Yang, Yuxue and Fan, Lue and Lin, Zuzeng and Wang, Feng and Zhang, Zhaoxiang},
  title     = {LayerAnimate: Layer-level Control for Animation},
  journal   = {arXiv preprint arXiv:2501.08295},
  year      = {2025},
}