MIT HAN Lab
Diffusion Models - Lecture 18
Dive into the fundamentals of diffusion models with MIT Prof. Song Han, exploring their architecture, principles, and applications in machine learning and AI generation.
YouTube1 hour 11 minutesSelf-pacedFree video
MIT HAN Lab
Diffusion Models - Lecture 18
Dive into the fundamentals of diffusion models, exploring their architecture, principles, and applications in machine learning through expert guidance from MIT's Professor Song Han.
YouTube1 hour 11 minutesSelf-pacedFree video
Valence Labs
Consistent Diffusion Meets Tweedie - Training Exact Ambient Diffusion Models with Noisy Data
Explore groundbreaking techniques for training diffusion models with corrupted data, using Tweedie's formula to generate high-quality samples while reducing memorization and privacy concerns.
YouTube1 hour 14 minutesSelf-pacedFree video
USENIX
Differentially Private Diffusion Probabilistic Models for Image Synthesis
Explore how dp-promise leverages diffusion model noise to achieve differential privacy in image synthesis while maintaining high image quality and protecting sensitive training data.
YouTube11 minutesSelf-pacedFree video