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モダリティ変換と画像生成 SSII OS2 マルチモーダル深層学習

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[OS2-04] モダリティ変換と画像生成 加藤 大晴 (東京大学)

深層学習によるエンコーダ・デコーダを用いたモダリティの変換は、機械翻訳(言語→他言語)で成功を収めたのち、画像の説明文の生成(画像→言語)や音声認識(音声→言語)などへと展開されてきました。この枠組みを用いて画像を生成する、つまり深層学習で画像デコーダを実現することはできるのでしょうか? 本講演では、このような観点から近年の画像生成手法の動向と私たちの取り組みを紹介します。

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モダリティ変換と画像生成 SSII OS2 マルチモーダル深層学習

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  10. 10. *1 https://www.pexels.com/photo/scenic-view-of-lake-in-forest-247600/
  11. 11. • *1 http://cse.iitkgp.ac.in/~pb/research/3dpoly/3dpoly.html *2 http://waldyrious.net/learning-holography/pb-cgh-formulas.xhtm *3 http://www.cs.mun.ca/~omeruvia/philosophy/images/BunnyWire.gif
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  14. 14. Juan Gris, “Portrait of Pablo Picasso” Pieter Bruegel the Elder, “The Tower of Babel”
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