@article{insedittowardsinstructionbasedvisualedit,
  title = {InsEdit: Towards Instruction-based Visual Editing via Data-Efficient Video Diffusion Models Adaptation},
  author = {Zhefan Rao and Bin Zou and Haoxuan Che and Xuanhua He and Chong Hou Choi and Yanheng Li and Rui Liu and Qifeng Chen},
  year = {2026},
  eprint = {2604.08646},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.08646},
}