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UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS

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Ian Goodfellow: 4.5 years of GAN progress on face generation. https://arxiv.org/abs/1406.2661 https://arxiv.org/abs/1511.06434 https://arxiv.org/abs/1606.07536 https://arxiv.org/abs/1710.10196 https://arxiv.org/abs/1812.04948 https://t.co/F9Dkcfrq8l

42 replies, 3833 likes


Alec Radford: Moar pixels! Samples from 128x128 generative model of ~700K album covers. http://t.co/ttsaDd979n

15 replies, 323 likes


Gene Kogan: 4.5 years of GAN progress, visualized to scale (modified from https://twitter.com/goodfellow_ian/status/1084973596236144640) https://t.co/wyZB0yLlrc

3 replies, 276 likes


hardmaru: I remember that @AlecRad also experimented with album covers back then around the time when they developed DCGAN in 2015. The originally 128x128px results blew my mind at the time! https://arxiv.org/abs/1511.06434 https://twitter.com/alecrad/status/636627739261448192?s=21

2 replies, 59 likes


Alex Zhavoronkov: We will soon show this in molecules :)

2 replies, 27 likes


DieserGorilla: The following @TensorFlow #DCGAN #NeuralNetwork was trained on the #Fingers Dataset(v1) from Pavel Koryakin and has learned to reproduce images of a hand. The GAN is based on the following #paper: https://arxiv.org/abs/1511.06434 https://t.co/Qv3tCcn0CT

1 replies, 3 likes


Eric S: 4.5 years...

0 replies, 1 likes


Content

Found on Jan 15 2019 at https://arxiv.org/pdf/1511.06434.pdf

PDF content of a computer science paper: UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS