OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining

📰 News

• [2025-6-26] 🎉🎉🎉 OphCLIP is accepted by ICCV 2025.

TO DO

• Release dataset
• Release code and checkpoints

Expected in mid-November

📘 Citation

Please consider citing our work as follows if it is helpful.

@inproceedings{hu2025ophclip,
  title={Ophclip: Hierarchical retrieval-augmented learning for ophthalmic surgical video-language pretraining},
  author={Hu, Ming and Yuan, Kun and Shen, Yaling and Tang, Feilong and Xu, Xiaohao and Zhou, Lin and Li, Wei and Chen, Ying and Xu, Zhongxing and Peng, Zelin and others},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={19838--19849},
  year={2025}
}