Poster presentation

Question 1

GAN pseudocode

Answer 1

1. Update discriminator
   
   • Forward pass real batches and train on vector of label 1
   • Forward pass from generator images with generator and train on vector of label 0
2. Update Generator second term
   
   • maximize log(D(G(z)))
3. Check training progress
   
   • Print generated images
   • Print loss on discriminator and generator

Question 2

MinMax

Answer 2

MinMax can be used in two-player games that decide whataction to take. It can be described as trying to minimize theloss for the worst possible case. The worst case refers to theopponents players trying to make winning moves. In GANs thetwo players areGandD