Mode Collapse in Adversarial Training

GAN Challenges Explained: Mode Collapse, Instability & WGAN Solutions

Generative Adversarial Networks (GANs) operate on a minimax game-theoretic framework where a generator and discriminator network engage in adversarial training to optimize for distributional similari…