Generative Adversarial, Computer Vision, Gan, Machine Learning, Computer Science.
GANs, the discriminator network can become too powerful, which can lead to the generator network collapsing to a single mode. To prevent this, WGANs use a weight clipping technique to enforce the Lipschitz constraint of the discriminator network, which helps to keep the generator network diverse