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ECCV 2024

VeCLIP: Improving CLIP Training via Visual-enriched Captions

Zhengfeng Lai, Haotian Zhang, Bowen Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao

Visual-enriched caption rewriting improves image–text alignment and the data efficiency of CLIP pre-training.

BibTeX citation
@inproceedings{cliptraining2024,
  title = {VeCLIP: Improving CLIP Training via Visual-enriched Captions},
  author = {Zhengfeng Lai and Haotian Zhang and Bowen Zhang and Wentao Wu and Haoping Bai and Aleksei Timofeev and Xianzhi Du and Zhe Gan and Jiulong Shan and Chen-Nee Chuah and Yinfei Yang and Meng Cao},
  booktitle = {ECCV},
  year = {2024},
  url = {https://arxiv.org/abs/2310.07699}
}