In recent years, the rapid development of generative tools has led to innovative applications in text-to-image and text-to-video generation. These tools operate on the principle of diffusion, a sampling mechanism that addresses previous limitations. This tutorial aims to explain the fundamental concepts behind diffusion models, targeting undergraduate and graduate students interested in research or practical applications. The growth in generative technology offers exciting possibilities in various fields, making diffusion models a valuable area of study.
https://arxiv.org/abs/2403.18103