The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Personalization for Text-to-Image Generative AI with Nataniel Ruiz - #648

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Understanding the Rise of Diffusion Models in Generative AI

This chapter explores the progression of diffusion models from 2016 to their advancements in 2019 and 2020, detailing how they generate images through denoising techniques. It contrasts diffusion models with GANs, highlighting their superior stability and ease of training, which enhances their popularity in generative modeling.

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