File:Clip hard negatives.png

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    Original file (1,240 × 764 pixels, file size: 120 KB, MIME type: image/png)

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    Summary

    Description
    English: Mined hard negative images and crafted hard negative captions from NegCLIP.
    Date
    Source When and why vision-language models behave like bags-of-words, and what to do about it? (Yuksekgonul et al., 2022)
    Author Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou

    Licensing

    w:en:Creative Commons
    attribution
    This file is licensed under the Creative Commons Attribution 4.0 International license.
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    • to share – to copy, distribute and transmit the work
    • to remix – to adapt the work
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    • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

    Captions

    Mined hard negative images and crafted hard negative captions from NegCLIP.

    Items portrayed in this file

    depicts

    File history

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    Date/TimeThumbnailDimensionsUserComment
    current16:13, 2 July 2026Thumbnail for version as of 16:13, 2 July 20261,240 × 764 (120 KB)wikimediacommons>CerlonghishUploaded a work by Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou from https://arxiv.org/abs/2210.01936 with UploadWizard

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