Smoothed Dilated Convolutions for Improved Dense Prediction

27 Aug 2018Zhengyang WangShuiwang Ji

Dilated convolutions, also known as atrous convolutions, have been widely explored in deep convolutional neural networks (DCNNs) for various dense prediction tasks. However, dilated convolutions suffer from the gridding artifacts, which hampers the performance... (read more)

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