weilinie/Understand-GAN

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Created over 7 years ago
Updated over 7 years ago

weilinie/Understand-GAN

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RelGAN

Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation

GAN-QA

Applying GANs in improving question generation and answering

Jupyter Notebook

BackpropVis

Part of the experiments in "A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations"

GLO-tensorflow

tensorflow code for the paper "Optimizing the Latent Space of Generative Networks" https://arxiv.org/abs/1707.05776

JARE

Code for Towards a Better Understanding and Regularization of GAN Training Dynamics

GAN-general

Tensorflow implementation for training GANs with various objectives and gradient penalties, different network architectures, both image and word generations