@article{backpropagationfreemultimodalondevice,
  title = {Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration},
  author = {Wei Ji and Li Li and Zheqi Lv and Wenqiao Zhang and Mengze Li and Zhen Wan and Wenqiang Lei and Roger Zimmermann},
  year = {2024},
  eprint = {2406.01601},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.01601v3},
}