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'This Waifu Does Not Exist': 100,000 StyleGAN & GPT-2 samples

by gwern
1st Mar 2019
1 min read
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This is a linkpost for https://www.thiswaifudoesnotexist.net/index.html
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'This Waifu Does Not Exist': 100,000 StyleGAN & GPT-2 samples
8gwern
2gwern
2gwern
5Jan_Kulveit
4Vanessa Kosoy
4gwern
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[-]gwern7y80

Implementation details: https://www.gwern.net/TWDNE

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[-]gwern7y20

And now a full guide to using StyleGAN: https://www.gwern.net/Faces

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[-]gwern7y20

I now have poetry samples up using a retrained/finetuned version of GPT-2-small: https://www.gwern.net/RNN-metadata#finetuning-the-gpt-2-small-transformer-for-english-poetry-generation

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[-]Jan_Kulveit7y50

It would be cool to try some style-matching between the text and images. Ultimately, having some "personality vector" which would be used both in image and text generation. (A very crude version could be to create a NN translator from the style space to word2vec space and include the words in the GPT prompts)

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[-]Vanessa Kosoy7y40

Amusingly, one of the sample texts contained the Japanese "一生える山の図の彽をふるほゥていしまうもようざないかった" which google translate renders as "I had no choice but to wear a grueling of a mountain picture that would last me" (no, it doesn't make sense in context).

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[-]gwern7y40

Nothing makes sense when Google Translates tries Japanese. Although the fact that that is still better than pre-RNN shows you how much of an upgrade that was.

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