Inverse transform sampling is a method for sampling a joint probability distribution sometimes used in [[generative model]]s. - Compute [[cumulative density function|cdf]] - Generate a random number from 0 to 1 - Using the random number, select a sample from the cdf - Repeat to create a batch of samples There is no magic here, it is as simple as it sounds.