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Nov 24, 2022 · Artificial Intelligence

Spectral Normalization in GANs: Theory, Implementation, and Code Walkthrough

This article explains the motivation behind Spectral Normalization for stabilizing GAN training, derives its mathematical foundation, shows how it enforces the Lipschitz constraint, and provides a complete PyTorch implementation with detailed code explanations.