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  • PinT algorithms for Diffusion Models

    A review of researches that accelerate diffusion models in wall clock time by parallelization.

    1 min read   ·   August 28, 2025

    2025   ·   paper-review,     ·   deep-learning  

  • Test-time scaling in Diffusion Models

    A review of researches that explore test-time scaling for diffusion models.

    1 min read   ·   May 29, 2025

    2025   ·   paper-review,     ·   deep-learning  

  • 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

    5 min read   ·   January 17, 2025

    2025   ·   paper-review,     ·   deep-learning  

  • Controllabilities in Video Diffusion Models

    A review of papers that add controllabilities to video generation (DragNUWA and Boximator)

    1 min read   ·   May 14, 2024

    2024   ·   paper-review,     ·   deep-learning  

  • 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.

    10 min read   ·   October 26, 2023

    2023   ·   paper-review,     ·   deep-learning  

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