Exploring Non-Contrastive Language-Image Pre-Training with xCLIP

Official PyTorch implementation and pre-trained models for paper Non-Contrastive Learning Meets Language-Image Pre-Training.

[arXiv] [BibTex]

News 🎉

• Update - The code and pre-trained models are on the way.
• Feburary 2023 - The paper is accepted by CVPR 2023.
• Octorber 2022 - Release the pre-print on arXiv.

Citing xCLIP

If you find this repository useful, please consider giving a star ⭐ and citation:

@article{zhou2022non,
  title={Non-Contrastive Learning Meets Language-Image Pre-Training},
  author={Zhou, Jinghao and Dong, Li and Gan, Zhe and Wang, Lijuan and Wei, Furu},
  journal={Computer Vision and Pattern Recognition (CVPR)},
  year={2023}
}