VideoSeg-RL: Reasoning Video Object Segmentation via Reinforcement Learning

[AAAI Oral 2026] VideoSeg-RL: Reasoning Video Object Segmentation via Reinforcement Learning

📄 Citation

If you find this work useful for your research, please cite:

@misc{xu2025videosegr1reasoningvideoobjectsegmentation,
      title={VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning}, 
      author={Zishan Xu and Yifu Guo and Yuquan Lu and Fengyu Yang and Junxin Li},
      year={2025},
      eprint={2511.16077},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2511.16077}, 
}