Course Study Note
Day 5 — Diffusion, LDM, and Applications
I connected forward noise to reverse denoising, then compared where DDPM, latent diffusion, and Stable Diffusion perform their computation.
- Date
- 2025-07-11
- Course
- 2025 Generative Models Intensive — From VAE to Stable Diffusion
01DDPM Forward and Reverse Processes
Study checkpoint for this day
02Latent Diffusion and Stable Diffusion
Study checkpoint for this day
03Diffusion Applications and Next Steps
Study checkpoint for this day
Topics from the day
- DDPM Forward and Reverse Processes
I rewrote timestep-wise noise prediction and the sampling loop.
- Latent Diffusion and Stable Diffusion
I compared why denoising in latent space reduces computation.
- Diffusion Applications and Next Steps
I grouped conditioning