Introduction to Diffusion Model

Seminar by Zhenxiang Cao

Start: 8/03/2024, 10:00 - 12:00
Location: B00.35

Abstract: The diffusion model has recently gained considerable attention in the field of Generative Artificial Intelligence (GAI) and has showcased its potential to drive future AI innovations. This presentation will offer a concise overview of diffusion models, a breakthrough in generative AI that enables the production of high-quality, diverse outputs across various domains by refining random noise into structured patterns. The presentation will cover the fundamental principles of diffusion models, their advantages over other generative approaches, and their applications in cutting-edge technologies such as Dall-E and Sora. Through theoretical explanations and practical examples, we will demonstrate the versatility of diffusion models in generating images and text, among other tasks, underscoring their pivotal role in advancing creative and content generation technologies.

Organized by: Zhenxiang Cao