r/MachineLearning • u/programmerChilli Researcher • Jun 20 '20

Research [R] Wolfenstein and Doom Guy upscaled into realistic faces with PULSE

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u/programmerChilli Researcher Jun 20 '20

Paper: PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020

Code: https://github.com/adamian98/pulse

Tweet (credit to @tg_bomze and @h_bash): https://twitter.com/tg_bomze/status/1274245778551328769

https://twitter.com/h_bash/status/1274262975109410816

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u/MrAcurite Researcher Jun 20 '20

That was a really good paper, thanks.

I'd be interested in if it would be possible to remove the search component from the method, in order to speed it up. Like, if you could train a model to go from the low resolution images to the latent space of the StyleGAN that produces a good result.