References
AE-WGAN-GP
Introduction
1
Introduction
2
MedGAN
3
CDM and Data instance
4
Preprocessing using R
5
Local environment setup
AE
6
Why an AutoEncoder in a GAN?
7
Original code is unusable
8
Fixing what found in GitHub
9
Running the AutoEncoder for the first time
10
Activations of output layer of Encoder
11
Hyperparameters
12
Expanding the models
13
Custom loss
14
Activations of hidden layers of AE
15
Miscellaneous Hyperparameters
16
Bad model vs Bad model
COLAB
17
Why use Google
18
Setup on Drive
19
Setup Git
20
Drawbacks and final summary
GAN
21
Running the GAN for the first time
22
Mode Collapse
23
Tentative solutions
24
Training WGAN-GP
25
WGAN
26
WGAN-GP
27
Results
References
References
27
Results