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## TL; DR
- ViT feature representations are *less hierarchical*.
- Early tr blocks learn both local and global dependencies provided with large enough dataset.
- Skip connections play much more i…
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Description
This feature aims to implement a Recurrent Neural Network (RNN) model to classify eye diseases from medical images. The model will be trained to identify various eye conditions such as …
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Detection of Lung cancer utilizing Convolutional Neural Networks (CNN) with strategically designed convolutional layers, max pooling layers ,dense Layer and fully connected layers in Deep Learning.
…
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Tensorflow and Torch implementations in the d2l-en.zip contain some 0-byte files
- chapter_convolutional-neural-networks/why-conv.ipynb
- chapter_convolutional-neural-networks/index.ipynb
- chapt…
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## 論文リンク
- [arXiv](https://arxiv.org/abs/2108.08810)
## 公開日（yyyy/mm/dd）
2021/08/19
Google Research Brain Team
## 概要
## TeX
```
% yyyy/mm/dd
@article{
raghu2021do,
title={Do …
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## 一言でいうと
これまでエキスパートの手によって設計されてきたネットワークアーキテクチャを、進化的アルゴリズムの一つである山登り法を用いて自動的に探索する論文。
このような手法はNAS(Neural Architecture Search)と呼ばれており、論文では本手法をNASH (NAS by Hillclimbing) と称している。
NASはこれ以前にも多くの研究がなされてきたが、…
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https://doi.org/10.1101/099358 (http://biorxiv.org/content/early/2017/01/10/099358)
> Many biological processes are governed by protein-ligand interactions. Of such is the recognition of self and n…
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related paper
|摘要|
|---|
|We present a class of efficient models called MobileNets for mobile and embedded vision applications. MobileNets are based on a streamlined architecture that uses depthw…
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The answer to question 10 of the 4th week's quiz in "Convolutional Neural Networks" should be 30 * 30 * 30 * **32**