Published February 12, 2026
| Version v1
Publication
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Proofs for parameter calculation for isotropic kernels with uniform dilation of 1
Description
For a channel multiplier m, I try to show one can have an algorithm which can find parameters stride, input padding, output padding, where output size s is a multiple of input size by factor of m, alternatively one can set the output dimension to be m ×input dimension and figure out the rest of the parameters: stride, input padding and output padding correctly.
Files
convtranspose3dproof.pdf
Files
(231.0 kB)
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md5:a09c711dc1fd9b66807fe51d26e20148
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Additional details
Software
- Repository URL
- https://github.com/grussdorian/convtranspose3d-params
- Programming language
- Python