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Deep Visual Semantic Embedding with Text Data Augmentation and Word Embedding Initialization
2021
Mathematical Problems in Engineering
Language and vision are the two most essential parts of human intelligence for interpreting the real world around us. How to make connections between language and vision is the key point in current research. Multimodality methods like visual semantic embedding have been widely studied recently, which unify images and corresponding texts into the same feature space. Inspired by the recent development of text data augmentation and a simple but powerful technique proposed called EDA (easy data
doi:10.1155/2021/6654071
fatcat:2wyvjcg2hffdheeahgm5lurcmy