DeepNetworks

My implementations of deep neural networks for practice.

Implemented Methods

This repository implements the following:

Subpixel Convolutions: paper, code
Translated Parametric ReLU: paper, code
Weight Normalization: paper, code
Label Smoothing: paper, code
Wasserstein GAN: paper, code
Improved Training of Wasserstein GANs: paper, code
Deep Regret Analytic Generative Adversarial Networks: paper, code
Conditional Image Synthesis With Auxiliary Classifier GANs: paper
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks: paper, code
Minibatch Stat Concatenation: paper, code