@article{vivavlmguidedinstructionbasedvideoeditin,
  title = {VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization},
  author = {Xiaoyan Cong and Haotian Yang and Angtian Wang and Yizhi Wang and Yiding Yang and Canyu Zhang and Chongyang Ma},
  year = {2025},
  eprint = {2512.16906},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.16906},
}