Ali Ghodsi, Deep Learning, Diffusion Models, DDPMs, Fall 2023, Lecture 17

This video delves into Denoising Diffusion Probabilistic Models (DDPM), a class of generative models that progressively refine data by reversing a diffusion process. It also touches on generative moment matching networks utilizing Maximum Mean Discrepancy (MMD) to measure the distance between distributions.
Keywords: Diffusion Models, DDPM, Generative Models, MMD, Moment Matching Networks.

Пікірлер: 6

  • @chaowang6903
    @chaowang69033 күн бұрын

    Thank you so much for sharing your amazing course!

  • @MrMIB983
    @MrMIB9836 ай бұрын

    I'm so excited to finally see a Diffusion models lecture by Professor Ali. Thank you.

  • @mohamedmarzouk2537
    @mohamedmarzouk25376 ай бұрын

    Thank you, very helpful and informative

  • @AmrMoursi-sm3cl
    @AmrMoursi-sm3cl6 ай бұрын

    1000000 Thanks ❤

  • @homataha5626
    @homataha56266 ай бұрын

    Are the slides available?

  • @DataScienceCoursesUW

    @DataScienceCoursesUW

    16 күн бұрын

    uwaterloo.ca/data-analytics/videos-and-slides-courses