Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Video
Convergence Analysis for Fast High-Order ODE Solvers in Diffusion Probabilistic Models
Score-based generative models have revolutionized high-dimensional sampling through forward diffusion and reverse processes. While stochastic DDPM samplers benefit from mature polynomial convergence theory, deterministic probability flow ODEs (underlying efficient DDIM-style samplers) offer superior speed through…
Event
ICML 2026
Microsoft is proud to be a sponsor of The International Conference on Machine Learning (ICML) (opens in new tab), a premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known as…
