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https://arxiv.org/abs/1511.06434
https://hyeongminlee.github.io/post/gan003_dcgan/
https://github.com/HyeongminLEE/Tensorflow_DCGAN
http://jaejunyoo.blogspot.com/2017/02/deep-convolutional-gan-dcga…
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**Paper**
Character-level Convolutional Networks for Text Classification
**Introduction**
In the realm of text classification, most models have considered the words as the building blocks. This r…
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### Lesson Title
Introduction to deep learning
### Lesson Repository URL
https://github.com/carpentries-incubator/deep-learning-intro
### Lesson Website URL
https://carpentries-incubator.github.i…
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Read the papers in [Deep Learning’s Most Important Ideas](https://www.kdnuggets.com/2020/09/deep-learnings-most-important-ideas.html).
- [x] Tackling ImageNet with AlexNet and Dropout
- [x] [I…
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## 論文リンク
- [arXiv](https://arxiv.org/abs/1612.07767)
## 公開日（yyyy/mm/dd）
2016/12/22
ICCV 2017
## 概要
## TeX
```
% 2016/12/22
@inproceedings{
li2017adversarial,
title={Adversaria…
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## 📝 Introduction
* 논문 분야: Computer Vision
* 논문에서 정의한 문제: GAN 학습의 불안정성, CNN 을 활용한 unsupervised learning 연구의 부족
* 논문에서 제안한 방법론: CNN 을 활용하여 GAN 학습 안정화
- all convolutional net
- eliminatin…
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#### Learning Goals
- Get hands-on experience with generative modeling
- Use convolutional neural networks with PyTorch
- Learn the foundations of the concepts used to create deep fakes
### Ex…
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A deep convolutional generative adversarial network implemented in PyTorch! The project is designed to generate realistic images from random noise using the power of deep learning.
This project illus…
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A Deep learning based streamlit web app which can identify similar faces
Approach:
- using the MTCNN (Multi-task Cascaded Convolutional Networks) for face detection.
- using a pre-trained VGGFa…
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## 一言でいうと
映画レビューやTwitterに対する評判分析をCNN(CharSCNN)を使って行う話。具体的には、単語レベルと文字レベルのembeddingsから文のベクトル表現を構築し、構築したベクトルを入力することで評判のスコアを出力するCNNを構築した。映画レビュー(SSTb)とTwitter(STS)に対するデータセットを用いて実験した結果、SOTAな結果となった。
### …