@article{gnspgradientnullspaceprojectionforpreser,
  title = {GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning},
  author = {Tiantian Peng and Yuyang Liu and Shuo Yang and Qiuhe Hong and YongHong Tian},
  year = {2025},
  eprint = {2507.19839},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.19839},
}