PinT algorithms for Diffusion Models
A review of researches that accelerate diffusion models in wall clock time by parallelization.
Test-time scaling in Diffusion Models
A review of researches that explore test-time scaling for diffusion models.
Video Diffusion Models as World Simulators
A review of Oasis: A Universe in a transformer, and Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
Controllabilities in Video Diffusion Models
A review of papers that add controllabilities to video generation (DragNUWA and Boximator)
Designing Diffusion Models in Real World
A review of a paper, Elucidating the Design Space of Diffusion-Based Generative Models. This post focuses on the reasons of the engineering details in the paper.