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

post by gwern · 2019-03-01T04:29:16.529Z · score: 39 (12 votes) · LW · GW · 6 comments

This is a link post for https://www.thiswaifudoesnotexist.net/index.html

6 comments

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comment by gwern · 2019-03-01T04:29:37.262Z · score: 9 (4 votes) · LW · GW

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

comment by gwern · 2019-03-25T03:14:58.998Z · score: 3 (1 votes) · LW · GW

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

comment by gwern · 2019-03-07T17:05:33.429Z · score: 3 (1 votes) · LW · GW

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

comment by Jan_Kulveit · 2019-03-01T15:23:25.521Z · score: 5 (3 votes) · LW · GW

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)

comment by Vanessa Kosoy (vanessa-kosoy) · 2019-03-01T21:45:02.052Z · score: 4 (3 votes) · LW · GW

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).

comment by gwern · 2019-03-02T00:14:06.141Z · score: 5 (2 votes) · LW · GW

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.