@article{tempr1improvingtemporalunderstandingofml,
  title = {TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning},
  author = {Tao Wu and Li Yang and Gen Zhan and Yabin Zhang and Yiting Liao and Junlin Li and Deliang Fu and Li Zhang and Limin Wang},
  year = {2025},
  eprint = {2512.03963},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.03963},
}