Diffusion Models Made Easy

Understanding the Basics of Denoising Diffusion Probabilistic Models

Figure 1: Process of Denoising Diffusion Probabilistic Model (Image by author)

1. Introduction

In the recent past, I have talked about GANs and VAEs as two important Generative Models that have found a lot of success and recognition. GANs work great for multiple applications however, they are difficult to train, and their output lack diversity due to…