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SUGRL has shown impressive performance and speed. However, the paper Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning found that the representation space p…
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### 論文へのリンク
[[arXiv:1909.12220] Implicit Semantic Data Augmentation for Deep Networks](https://arxiv.org/abs/1909.12220)
### 著者・所属機関
Yulin Wang, Xuran Pan, Shiji Song, Hong Zhang, Cheng Wu, G…
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### 論文へのリンク
[[arXiv:2007.10538] Regularizing Deep Networks with Semantic Data Augmentation](https://arxiv.org/abs/2007.10538)
### 著者・所属機関
Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong …
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FCN32s-ResNet18
![image](https://user-images.githubusercontent.com/22321977/48622824-f78e9f00-e9e2-11e8-9ab2-43e8c1c95684.png)
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### 概要
* [Fully Convolutional Networks for Semantic Segmentation](https://arxiv.org/pdf/1411.4038.pdf)
* アルゴリズム系
* semantic segmentation. CNNの最後の全結合層をconvolutionに置き替えることによって、二次元マップを出力。
### アルゴ…
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https://arxiv.org/abs/1411.4038
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Since segmentation networks and datasets are stored in the generic form, the downloaded models don't include a labels file. DIGITS does use the labels file provided at dataset creation for the visuali…
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||link|
|----|---|
|paper| [Fully Convolutional Networks for Semantic Segmentation](https://openaccess.thecvf.com/content_cvpr_2015/html/Long_Fully_Convolutional_Networks_2015_CVPR_paper.html) |
|c…
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||link|
|----|---|
|paper| [Fully Convolutional Networks for Semantic Segmentation](https://openaccess.thecvf.com/content_cvpr_2015/html/Long_Fully_Convolutional_Networks_2015_CVPR_paper.html) |
|c…
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## 書誌情報
### 論文リンク
https://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Long_Fully_Convolutional_Networks_2015_CVPR_paper.pdf
### 著者/所属機関
Jonathan Long∗ Evan Shelhamer∗ Trevor Darrell
…