Diffusion Models Basics — Roadmap Step & Resources
Generating data by learning to reverse a gradual noising process
- Level: advanced
- Estimated time: 2 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Interview questions
- At a high level, how does a diffusion model turn random noise into a realistic image?
Study resources
- Denoising Diffusion Probabilistic Models (Article) — The original DDPM paper underlying modern image diffusion models.
- How Diffusion Models Work Explained (Video) — A clear, visual explanation of how diffusion models generate images.
Part of
- Generative Models — section
- Deep Learning & Neural Networks roadmap — the full learning path