image/svg+xml
noise
Dense + LeakyReLU
100
256
Dense + LeakyReLU
512
Dense + LeakyReLU
1024
num of features
Dense + Sigmoid
synthetic point P
generator
"∈ majority class" = 0..."∈ minority class" = 1
Dense + Sigmoid
1
256
Dense + LeakyReLU+ Dropout(0.3)
512
Dense + LeakyReLU + Dropout(0.3)
1024
num of features
Dense + LeakyReLU + Dropout(0.3)
data point
discriminator