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GAN_Theories
186
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45
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Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.
progressive-growing-of-gans.pytorch
50
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5
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ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods
generative-models-collection
35
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7
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PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Fun-with-MNIST
23
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4
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Playing with MNIST. Machine Learning. Generative Models.
GAN_Implementation
18
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1
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Pytorch implementations of GANs