Hippocampus's Garden

Under the sea, in the hippocampus's garden...

    Search by
    Home | Hippocampus's Garden
    [object Object]
    13 posts tagged with "deep-learning"
    post

    忙しい人のためのTuning Playbook

    January 26, 2023  |  11 min read

    ハイパーパラメータを決めるためのガイドである『Deep Learning Tuning Playbook』をまとめました。

    post

    Year in Review: Deep Learning in 2022

    January 17, 2023  |  6 min read

    Uncover the top deep learning advancements of 2022. A year-in-review of key research papers and applications.

    post

    A Look Back at Deep Learning in 2021 (Application)

    January 03, 2022  |  4 min read

    Let's look back at the updates in deep learning in 2021! This post covers four application projects worth checking out

    post

    A Look Back at Deep Learning in 2021 (Research)

    January 03, 2022  |  11 min read

    Let's look back at the updates in deep learning in 2021! This post covers eight research papers worth checking out.

    post

    Awesome StyleGAN Applications

    November 12, 2021  |  10 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.

    post

    NeurIPS 2020 Favorite Papers

    January 10, 2021  |  6 min read

    NeurIPS 2020 virtual conference was full of exciting presentations! Here I list some notable ones with brief introductions.

    post

    Best Machine Learning Papers of 2020

    January 02, 2021  |  12 min read

    Let's look back on the machine learning papers published in 2020! This post covers 10 representative papers that I found interesting and worth reading.

    post

    Transformers Now: A Survey of Recent Advances

    November 02, 2020  |  10 min read

    Transformer has undergone various application studies, model enhancements, etc. This post aims to provide an overview of these studies.

    post

    Reproducing Deep Double Descent

    June 13, 2020  |  7 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.

    post

    BERT That Works on Browser

    May 22, 2020  |  4 min read

    This post explains how MobileBERT succeeded in reducing both model size and inference time and introduce its implementation in TensorFlow.js that works on web browsers.

    post

    Recent Advances in Representation Learning

    April 20, 2020  |  4 min read

    "Representation" is a way AIs understand the world. This post is a short introduction to the representation learning in the "deep learning era."

    post

    Downsizing StyleGAN2 for Training on a Single GPU

    March 04, 2020  |  3 min read

    Want to generate realistic images with a single GPU? This post demonstrates how to downsize StyleGAN2 with slight performance degradation.

    Shion Honda

    Hippocampus's Garden © 2023, Shion Honda. Built with Gatsby