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no not naive at all. this method isn't specific for just extracting features from faces. it can disentangles features from any kind of images. in fact, the next
by lucidrains 8y ago
no not naive at all. this method isn't specific for just extracting features from faces. it can disentangles features from any kind of images. in fact, the next dataset i might train on is on flowers (or birds)
https://twitter.com/hardmaru/status/1095639937842638849 https://twitter.com/hardmaru/status/1095639937842638849
- x3tm 8y agoOK, my point is what could be done beyond generating images in some style? Can we generate interesting mock data given a database for instance (of course this is exactly what you did in a way, but I have in mind e.g. a database containing some numerical/categorical features known to a specific accuracy)?
- gwern 8y agoYou can use GANs to generate fake data based on stuff like particle accelerator data or electronic health records. Whether you can use StyleGAN specifically is unclear. What's the equivalent of progressive growing on tabular/numeric data? Or style transfer?