Groups
Perceptual loss compares images in a deep network's feature space rather than raw pixels, which aligns better with human judgment of similarity.
The Minimax Theorem states that in zero-sum two-player games with suitable convexity and compactness, the best guaranteed payoff for the maximizer equals the worst-case loss for the minimizer.