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CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, and Kai-Wei Chang, in ICCV, 2023.

Best Paper Award at ICLR Workshop, Oral at ICCV (195 out of 8088 submissions, top 2.5%)

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Abstract

Bib Entry

@inproceedings{bansal2023cleanclip,
  author = {Bansal, Hritik and Singhi, Nishad and Yang, Yu and Yin, Fan and Grover, Aditya and Chang, Kai-Wei},
  title = {CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning},
  booktitle = {ICCV},
  year = {2023},
  https://openreview.net/pdf?id = gfgcnevrfhv
}

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