Normalize images to $[-1, 1]$ (matching Tanh output in the generator) rather than $[0, 1]$. - Use data augmentation carefully: random horizontal flips are generally safe, but aggressive augmentations can confuse the discriminator. - For small datasets, consider differentiable augmentation (DiffAugme