pytorch-deep-gen
Collection of deep generative models in PyTorch
This repository was created for exploration of deep generative models with main focus being put on adversarial generative networks.
At this moment models based on following papers were implemented:
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Progressive Growing of GANs for Improved Quality, Stability, and Variation
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Experiments that can be found in jupyter notebooks are mainly based on CIFAR10 and Describable Textures Dataset.