The Incredible Physics Behind AI Images: How DALL-E, Imagen, and MidJourney Work

In this video, Dr. Ardavan (Ahmad) Borzou will discuss the diffusion model in physics and AI. 🚀 Join the CompuFlair Community to get notified of 1- Hands-on problem-solving data science workshops 2- Updates and news 3- Data science tips 🌐 Register at: https://compu-flair.com/user/register Comprehensive Python Checklist (machine learning and more advanced libraries will be covered on a different page): 🌐 https://compu-flair.com/blogs/programming-basics Chapters: 00:00 - Introduction 01:28 - Simplified concept of AI image generation 02:44 - Langevin equation: particle moving in liquid 04:09 - Diffusion equation 04:30 - Fokker Planck equation 05:27 - Markovian property of diffusion equation 06:16 - The Jarzynski’s equality 07:53 - AI diffusion models: how they work 10:48 - Other AI applications of diffusion models: Weather forecasting by Google DeeMind 11:28 - Hands-on problems-solving data science workshops 11:56 - Recipe for discovering new science 12:22 - How to improve AI diffusion models 13:54 - Description of the mathematics