OmniDirector

General multi-shot camera cloning for video generation

OmniDirector targets general multi-shot camera cloning for video generation without cross-paired training data.

During my internship at Kuaishou Kling AI, I contributed to reproducing baseline methods, validating camera motion cloning results, and supporting experimental analysis for this project.

The work explores controllable camera motion transfer and cloning in complex video generation scenarios.

(“OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data,” 2026)

References

2026

arXiv

OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data

arXiv preprint arXiv:2606.13432, 2026

Bib

@article{liu2025omnidirector,
  title = {OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data},
  author = {},
  journal = {arXiv preprint arXiv:2606.13432},
  year = {2026},
  archiveprefix = {arXiv},
  url = {https://arxiv.org/abs/2606.13432}
}