CV方向多模态融合有哪些好的paper? - 知乎

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ViLT预训练的优化目标有两个:一个是image text matching(ITM),另一个是masked language modeling(MLM)。 ImageText Matching :随机以0.5的概率将文本对应的图片替换成不同的图片,然后对文本标志位对应输出使用一个线性的ITM head将输出feature映射成一个二值logits,用来判断图像文本是否匹配。


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