Generative Models

한국기계연구원 2019 AI Winter/Summer School

• 강의자료 (PDF)



• Codes


• Autoencoder (TF 1.X) (Keras) (TF 2.X)


• Anomaly Detection by Autoencoder (TF 1.X)


• Variational Autoencoders (VAE) (TF 1.X) (Keras)


• Generative Adversarial Network (GAN) (TF 1.X) (Keras) (TF 2.X)


• Deep Convolutional GAN (DCGAN) (TF 1.X) (Keras) (TF 2.X)


• Conditional GAN (cGAN) (TF 1.X) (Keras) (TF 2.X)


• Boundary Equilibrium GAN (BEGAN) (TF 1.X) (Keras)