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vision-languageのタスクの紹介

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概要

論文に乗っていたvision-languageタスクをまとめてみた
下の図はTaskに対するIdentifier
image.png

VQA(Visual Question Answering)

写真に対する質問に答える
image.png

Grounded Captioning

写真を出来るだけ説明する
image.png

REC(referring expression comprehension)

物体の位置や色などを指示して、物体を抽出する
image.png

REG(referring expression generation)

与えられたBounding Boxの意味を説明する
image.png

Object Parsing and Grounding

指定されたObjectの位置を推定する
image.png

参考文献

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