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generative models

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Stories

  • De-noising Diffusion with torch

    Currently, in generative deep learning, no other approach seems to outperform the family of diffusion models. Would you like to try for yourself? If so, our torch implementation of de-noising diffusion provides an easy-to-use, easy-to-configure interface.

    RStudio AI Blog7 min read
  • An information maximization view on the $\beta$-VAE objective

    guest post with Dóra JámborThis is a half-guest-post written jointly with Dóra, a fellow participant in a reading group where we recently discussed the original paper on $\beta$-VAEs:Irina Higgins et al (ICLR 2017): $\beta$-VAE:

    inFERENCe10 min read

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