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    Justin Johnson Ties Neural Style Transfer to Generative AI Origins

    World Labs co-founder Justin Johnson reflects on his past research while discussing Atlas.

    JJ
    2 Sources, 29d ago, first seen 29d ago

    TLDR

    Justin Johnson posted that his early neural style transfer work required specialized algorithms and bespoke models yet marked one of the first signs of the generative AI boom. In a follow-up reply he stated that Atlas renders images in many styles through simple text prompts with no extra machinery, relying instead on scaled simple algorithms. He described generality and scale as the consistent path to success and said Atlas shows this approach.

    Combined views

    852

    2 Sources, first seen 29d ago

    Combined views

    852

    2 Sources, first seen 29d ago

    23 likes
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    2 Sources

    @jcjohnssAtlas can render images in many styles, controllable with a simple text prompt, without any special machinery to support it. Just simple algorithms scaled up. Generality and scale over specialist methods has been the recipe for success over time; and Atlas epitomizes it.

    2 Sources

    @jcjohnssAtlas can render images in many styles, controllable with a simple text prompt, without any special machinery to support it. Just simple algorithms scaled up. Generality and scale over specialist methods has been the recipe for success over time; and Atlas epitomizes it.