@article{animatexuniversalcharacterimageanimation,
  title = {Animate-X++: Universal Character Image Animation with Dynamic Backgrounds},
  author = {Shuai Tan and Biao Gong and Zhuoxin Liu and Yan Wang and Xi Chen and Yifan Feng and Hengshuang Zhao},
  year = {2025},
  eprint = {2508.09454},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.09454},
}