CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment

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Citation

@misc{yang2025clipin,
      title={CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment}, 
      author={Shengzhu Yang and Jiawei Du and Shuai Lu and Weihang Zhang and Ningli Wang and Huiqi Li},
      year={2025},
      eprint={2508.0643},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2508.0643}, 
}