Convolution Variants — Weblinks

10 links

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Convolutional Networks › Convolution Variants 5 terms

1x1 Convolution 2 links

A Network In Network: the paper that introduced 1x1 convolutional channel mixing Pap…
D 7.4.3. 1x1 Convolutional Layer — channel-wise recombination explained (Dive into Deep Learning) Art…

Depthwise Convolution 2 links

A MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Pap…
T tf.nn.depthwise_conv2d — TensorFlow API docs for per-channel depthwise convolution Docs

Dilated (Atrous) Convolution 2 links

Separable Convolution 2 links

Transposed Convolution 2 links

P PyTorch ConvTranspose2d documentation Docs
D Distill: Deconvolution and Checkerboard Artifacts Art…

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