transposed convolution layer vs transposed convolutional layer

Both "transposed convolution layer" and "transposed convolutional layer" are correct and commonly used in the field of deep learning. The choice between using "convolution" or "convolutional" is a matter of personal preference or specific style guide. Both phrases convey the same meaning and can be used interchangeably.

Last updated: March 29, 2024 • 948 views

This phrase is correct and commonly used in the field of deep learning.

"transposed convolution layer"

This phrase refers to a type of layer in a neural network that performs transposed convolution operations. It is commonly used in the context of deep learning and neural networks.

Show examples from the web [+]

Convolution does not work on layers smaller than 3x3 pixels.
The Convolution Matrix filter which lets you build custom filters.
Creates image by manually set convolution matrix
And you saw Ty's little evolutionary example where he sort of did a little bit of evolution on the Convolution program right before your eyes.
I thought Abby could use my friends' algorithm to reconstruct the original partial print using a line-integral convolution.
Here is a mathematician's domain. Most of filters are using convolution matrix. With the Convolution Matrix filter, if the fancy takes you, you can build a custom filter.
What is a convolution matrix? It's possible to get a rough idea of it without using mathematical tools that only a few ones know. Convolution is the treatment of a matrix by another one which is called kernel.
The AMS directive should have been transposed no later than 19 December 2009.
This Directive must be transposed into national law no later than 22 December 2003.
Backing layer: low-density pigmented polyethylene outer layer, polyester inner layer.
Just layer after layer after layer of pure white.
Directive 1999/30/EC was transposed into Greek law by Council Act 34/2002.
All Member States have transposed the Directive.
Directives must therefore be transposed as faithfully as possible.
The last directive was not properly transposed.
Council Directive 94/45/EC has been transposed into Italian legislation.
Italy has transposed the Misleading Advertising Directive through the Legislative Decree n.
Some definitions have been incorrectly transposed in 15 Member States.
p, li {white-space: pre-wrap;} Margin around the texture tiles (for instance, for convolution).
Select here the filter name for the resize-image process. This filter will be used like a kernel convolution process during the increased image size rendering.

Alternatives:

transposed convolutional layer
deconvolution layer
upconvolution layer
transpose convolution layer
transpose convolutional layer

This phrase is correct and commonly used in the field of deep learning.

"transposed convolutional layer"

This phrase refers to a type of layer in a neural network that performs transposed convolution operations. It is commonly used in the context of deep learning and neural networks.

Show examples from the web [+]

Powered by the massive data from ImageNet and the modern CPUs and GPUs to train such a humongous model, the convolutional neural network blossomed in a way that no one expected.
As it turned out, the wealth of information provided by ImageNet was a perfect match to a particular class of machine learning algorithms called convolutional neural network, pioneered by Kunihiko Fukushima, Geoff Hinton, and Yann LeCun back in the 1970s and '80s.
The AMS directive should have been transposed no later than 19 December 2009.
This Directive must be transposed into national law no later than 22 December 2003.
Backing layer: low-density pigmented polyethylene outer layer, polyester inner layer.
Just layer after layer after layer of pure white.
Directive 1999/30/EC was transposed into Greek law by Council Act 34/2002.
All Member States have transposed the Directive.
Directives must therefore be transposed as faithfully as possible.
The last directive was not properly transposed.
Council Directive 94/45/EC has been transposed into Italian legislation.
Italy has transposed the Misleading Advertising Directive through the Legislative Decree n.
Some definitions have been incorrectly transposed in 15 Member States.
Need to know it layer by layer.
Cannot add layer mask of different dimensions than specified layer.
Exclude the background layer in all handled frames, regardless to the other settings of layer selection.
The layer specific parameters listed in Table 4 shall be provided for each layer.
This specific discount system was later transposed into the 2006 Schedule under the name 'growth funding' (see recitals 36 and 39).
The last Directive mentioned is to be transposed in the Member States by no later than 23 March 2005.
Conversely, although Directive 2002/14 was to be transposed by all Member States not later than 23 March 2005, Italy has not as yet notified the Commission of its implementing measures.

Alternatives:

transposed convolution layer
deconvolution layer
upconvolution layer
transpose convolution layer
transpose convolutional layer

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transposed convolution layer vs transposed convolutional layer