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  • What are Diffusion Models?

    [Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-free guidance, GLIDE, unCLIP and Imagen. [Updated on 2022-08-31: Added latent diffusion model.

    Lil'Log (Lilian Weng)37 min read
  • Contrastive Representation Learning

    The goal of contrastive representation learning is to learn such an embedding space in which similar sample pairs stay close to each other while dissimilar ones are far apart. Contrastive learning can be applied to both supervised and unsupervised settings.

    Lil'Log (Lilian Weng)41 min read
  • February 2021 Gwern.net Newsletter

    February 2021’s Gwern.net newsletter is now out; previous, January 2021 (archives). This is a summary of the revision-history RSS feed, overlapping with my Changelog & /r/gwern; brought to you by my donors on Patreon.

    Gwern.net7 min read

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