Published February 12, 2026 | Version v1
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Proofs for parameter calculation for isotropic kernels with uniform dilation of 1

Authors/Creators

  • 1. ROR icon TU Dresden

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.

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convtranspose3dproof.pdf

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