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- Test-time scaling in Diffusion Models
A review of researches that explore test-time scaling for diffusion models.
1 min - 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
4 min - Controllabilities in Video Diffusion Models
A review of papers that add controllabilities to video generation (DragNUWA and Boximator)
1 min - Designing Diffusion Models in Real World
Elucidating the Design Space of Diffusion-Based Generative Models, focusing on the rationale behind its engineering details.
8 min - Understanding Diffusion Models in Two Perspectives
DDPM and score-based SDEs as two routes to reverse diffusion, contrasting their shared structure and modeling differences.
5 min