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Convolutional neural network: Difference between revisions
Convolutional neural network (view source)
Revision as of 17:28, 24 February 2020
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===Groups=== | ===Groups=== | ||
==Types of Convolutions== | ==Other Types of Convolutions== | ||
===Transpose Convolution==== | ===Transpose Convolution=== | ||
===Gated Convolution=== | |||
See [http://openaccess.thecvf.com/content_ICCV_2019/html/Yu_Free-Form_Image_Inpainting_With_Gated_Convolution_ICCV_2019_paper.html Gated Convolution (ICCV 2019)]<br> | |||
Given an image, we have two convolution layers <math>k_{feature}</math> and <math>k_{gate}</math>. | |||
The output is <math>O = \phi(k_{feature}(I)) \odot \sigma(k_{gate}(I))</math> | |||