@misc{lit_2609_34218,
  title = { {Loop Dropout: Regularizing Shared Updates in Looped Language Models} },
  author = {Zirui Zhu and Hailun Xu and Xuanlei Zhao and Yong Liu and Yingxuan Ren and Kanchan Sarkar and Kun Xu and Yang You},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2609.34218},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.34218}
}