seniorKeras
What is training instability in GANs using Keras?
Updated May 16, 2026
Short answer
GAN instability occurs when generator and discriminator fail to converge.
Deep explanation
GANs involve a minimax game. If discriminator becomes too strong, generator stops learning. If generator dominates, discriminator becomes useless. Careful balancing is required.
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