Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent

@inproceedings{wu2025mitigating,
  title = {Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent},
  author = {Junda Wu and Yuxin Xiong and Xintong Li and Yu Xia and Ruoyu Wang and Yu Wang and Tong Yu and Sungchul Kim and Ryan A. Rossi and Lina Yao and Jingbo Shang and Julian J. McAuley},
  year = {2025},
  booktitle = {Conference on Empirical Methods in Natural Language Processing},
  eprint = {2502.11740},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.11740},
}