Machine Learning, Deep Learning, Computer Vision, Artificial Intelligence, Data Science.
given a generated image resemble the digit “3”, Q may be estimated as (0.1, 0, 0, 0.8, …) meaning 0.1 chance that the image is a digit “0” and 0.8 chance that it is a “3”. We subtract the regular GAN cost function with an extra term I(x; y) to form our new cost function. I (mutual information)