Monday, November 25, 2019

DRN

DRN

2019/11/18

與 ENet 同樣使用 ResNet 與擴張卷積的 DRN,改善擴張卷積的缺點,論文作者稱為 degridding。三個方法分別是:移除 max pooling、增加殘差層數、移除 7、8 兩層的恆等映射。

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References

# DRN
Yu, Fisher, Vladlen Koltun, and Thomas Funkhouser. "Dilated residual networks." Proceedings of the IEEE conference on computer vision and pattern recognition. 2017.
http://openaccess.thecvf.com/content_cvpr_2017/papers/Yu_Dilated_Residual_Networks_CVPR_2017_paper.pdf

空洞卷积(Dilated Convolution):有之以为利,无之以为用 - 知乎
https://zhuanlan.zhihu.com/p/66796313

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