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Natural Language Visual Grounding

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Learning to Assemble Neural Module Tree Networks for Visual Grounding

8 Dec 2018

In particular, we develop a novel modular network called Neural Module Tree network (NMTree) that regularizes the visual grounding along the dependency parsing tree of the sentence, where each node is a neural module that calculates visual attention according to its linguistic feature, and the grounding score is accumulated in a bottom-up direction where as needed.

DEPENDENCY PARSING NATURAL LANGUAGE VISUAL GROUNDING SENTENCE EMBEDDING VISUAL REASONING