Papers of the day   All papers

UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS

Comments

Jan 15 2019 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
40 replies, 3789 likes


Aug 26 2015 Alec Radford

Moar pixels! Samples from 128x128 generative model of ~700K album covers. http://t.co/ttsaDd979n
15 replies, 323 likes


Jun 17 2019 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


May 05 2019 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


Sep 18 2019 Alex Zhavoronkov

We will soon show this in molecules :)
2 replies, 27 likes


Apr 14 2019 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


Jun 22 2019 Eric S

4.5 years...
0 replies, 1 likes


Content