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The main challenge for most image–text tasks, such as zero-shot, is the way to measure the semantic similarity between visual and textual feature vectors. The common solution is to map the image feature vectors and text feature vectors into the Hilbert space and then rank the similarity by the inner product between feature vectors. In this paper, we learn the feature representation of images and their...
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