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.
Understanding Diffusion Models in Two Perspectives
A review of two papers, Denoising diffusion probabilistic models and Score-Based Generative Modeling through Stochastic Differential Equations. This post focuses on theoretical backgrounds of diffusion models, rather than implementations.