Gan Training Techniques Mode Collapse And Stabilization
# Gan Training Techniques: Mode Collapse And Stabilization Generative Adversarial Networks (GANs) hold immense promise for creating realistic images, music, and even text. But the path to training a successful GAN is often fraught with challenges. Two of the most notorious hurdles are mode collapse and training instability. Imagine training a GAN to generate images of cats, only to find it produces the same few cat breeds repeatedly, ignoring others – that's mode collapse in action. And trainin