strefer logo Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data

Toward a Scalable and Grounded Data Engine for Video LLMs

salesforce logo Salesforce AI Research

Honglu Zhou
Xiangyu Peng
Shrikant Kendre
Michael S. Ryoo
Silvio Savarese
Caiming Xiong
Juan Carlos Niebles





Contact

Name: Honglu Zhou

Email: honglu.zhou@salesforce.com



BibTeX

@article{zhou2025strefer,
  title={Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data},
  author={Zhou, Honglu and Peng, Xiangyu and Kendre, Shrikant and Ryoo, Michael S. and Savarese, Silvio and Xong, Caiming and Niebles, Juan Carlos},
  journal={arXiv preprint arXiv:2509.03501},
  year={2025}
}
}