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Implementation of BiGAN on Keras and Tensorflow 2.0

Introduction

Implementation of (2016) Adversarial Feature Learning.

ATTENTION: The architectures and the hyperparameters in this project are not exactly same as the paper.

Environment

python==3.6
tensorflow==2.0

Results

Results at 200k iterations.

Name X G(E(X)) G(Z)
MNIST alt text alt text alt text
CIFAR10 alt text alt text alt text