Hippocampus's Garden

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    37 posts tagged with "en"
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    Awesome StyleGAN Applications

    November 12, 2021  |  16 min read

    The ability of StyleGAN to generate super-realistic images has been inspiring many application works. To have some sort of organized view on them, this post covers important papers with a focus on image manipulation.

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    How I Built 🍣This Sushi Does Not Exist🍣

    December 19, 2020  |  4 min read

    Lightweight GAN has opened the way for generating fine images with ~100 training samples and affordable computing resources. This post presents "This Sushi Does Not Exist" and how I built it with GAE.

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    Custom Objective for LightGBM

    November 22, 2020  |  7 min read

    If you want to use a custom loss function with a modern GBDT model, you'll need the first- and second-order derivatives. This post shows how to implement them, using LightGBM as an example

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    Reproducing Deep Double Descent

    June 13, 2020  |  10 min read

    Double descent is one of the mysteries of modern machine learning. I reproduced the main results of the recent paper by Nakkiran et al. and posed some questions that occurred to me.

    Shion Honda

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