AI & MLRecommendedAIML-GM-001
What Generative Models Learn
Modelling p(x): explicit versus implicit densities, sampling versus scoring, and the families that follow.
- Difficulty
- 3 / 5
- Importance
- 4 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can place autoregressive models, VAEs, GANs, flows, and diffusion models on the axes of exact likelihood, sampling speed, and latent structure.