GAN

¹ GAN

#Self-supervised Learning #Adversarial Model #GAN #Basics

The task of GAN is to generate features $X$ from some noise $\xi$ and class labels $Y$, $$\xi, Y \to …

² f-GAN

#Self-supervised Learning #Adversarial Model #GAN #Basics

The essence of [[GAN]] GAN The task of GAN is to generate features $X$ from some noise $\xi$ and …

³ infoGAN

#Self-supervised Learning #Adversarial Model #GAN #Basics

In GAN, the latent space input is usually random noise, e.g., Gaussian noise. The objective of …

¹⁶ Adversarial Models

#Self-supervised Learning #Adversarial Model #GAN

Adversarial models use a generator and discriminator