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Jun, 2022
探究CLIP的开放性
Rethinking the Openness of CLIP
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Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
TL;DR
该研究通过评估CLIP模型的可扩展性,发现它们几乎不是真正的开放模型,并且给出了改善模型开放性的建议,通过增强提示来提高CLIP的可扩展性和稳定性。
Abstract
Contrastive Language-Image Pre-training (
clip
) has demonstrated great potential in realizing
open-vocabulary
image classification in a matching style, because of its holistic use of natural language supervision t
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