This paper from et al at Nvidia combines autoencoders and GANs to bidirectionally transform footage from day to night, winter to summer, real to video-game-ish. Wild! arxiv.org/abs/1703.00848
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I’ve been following pix2pix for awhile and excited to see if they added time to the net (or are just doing frame by frame)
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The architecture described in the paper suggests independent processing of each frame. Different arch from pix2pix; closer to CycleGAN.
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Ack, and CycleGAN cites this work, so better to say the other way around. :)