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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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The "Average pooling" section actually describes and implements max pooling, not average pooling. I assume the correct fix is just to change the section name.
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Title: - Semi-supervised User Geolocation via Graph Convolutional Networks
Year: - 2018
Venue: - arXiv
**Main Problem**
The authors addresses the problem of inaccurate prediction of user geo-loc…
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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。
### …
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Facial Skin Diseases Classification using DL
:red_circle: **Aim** : The aim of this project is to class…
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This issue can be a collection and discussion of methods we could add to the library at some point, in no particular order :) Feel free to comment with suggestions and if you feel comfortable, you are…
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https://arxiv.org/abs/1605.06409
https://github.com/daijifeng001/r-fcn
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# Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks #
- Author: Behzad Hasani, Mohammad H. Mahoor
- Origin: https://arxiv.org/abs/1705.07871v1
- Related:
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https://www.cs.cornell.edu/~kb/publications/SIG15ProductNet.pdf
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[Unsupervised feature learning for audio classification
using convolutional deep belief networks](http://www.robotics.stanford.edu/~ang/papers/nips09-AudioConvolutionalDBN.pdf)