arXiv · 2025 · Preprint

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning

Tiantian Peng, Yuyang Liu, Shuo Yang, Qiuhe Hong, Yong-Hong Tian

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Date
2025-07-26
Citations
6
arXiv
2507.19839
Cite
@misc{peng2025gnsp,
  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 Yong-Hong Tian},
  year = {2025},
  eprint = {2507.19839},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.19839},
}