Flow-based Deep Generative Models

This article introduces flow-based deep generative models as a third type of generative AI model that, unlike GANs and VAEs, explicitly learns the probability density function of input data. The piece explains the mathematical challenges in calculating probability density functions due to the intractability of integrating over all possible latent variable values.