EfficientML.ai Lecture 18 - Diffusion Models (Zoom Recording) (MIT 6.5940, Fall 2024)

EfficientML.ai Lecture 18 - Diffusion Models (Zoom Recording) (MIT 6.5940, Fall 2024)
Lecture 18: Diffusion Models
Instructor: Prof. Song Han
Slides: efficientml.ai
Outline:
Basics of diffusion model
Denoising diffusion models
Conditional diffusion models
Latent diffusion models
Image editing
Model personalization
Fast sampling techniques
Denoising diffusion implicit models
Distillation
Acceleration techniques
Sparsity
Quantization
Parallelism