@article{instantvideomodelsuniversaladaptersforst,
  title = {Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks},
  author = {Matthew Dutson and Nathan Labiosa and Yin Li and Mohit Gupta},
  year = {2025},
  eprint = {2512.03014},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.03014},
}