Machine Learning, Deep Learning, Data Science, Computer Vision.
lower dimension than x, we can train a discriminator with 100% accuracy in detecting the generated images. Unfortunately, the gradient ▽D*(X) will be zero for almost everywhere. The theorem below shows the expected KL-divergence and JS-divergence of the data distributions for real and generated