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Convolutional neural network: Difference between revisions
Convolutional neural network (view source)
Revision as of 17:28, 24 February 2020
, 24 February 2020→Other Types of Convolutions
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===Gated 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> | 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>. | Given an image, we have two convolution layers <math>k_{feature}</math> and <math>k_{gate}</math>.<br> | ||
The output is <math>O = \phi(k_{feature}(I)) \odot \sigma(k_{gate}(I))</math> | The output is <math>O = \phi(k_{feature}(I)) \odot \sigma(k_{gate}(I))</math> | ||