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Thomas Martinetz

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1
ORCID 0000-0002-4539-4475

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedConvolutional Neural Networks Do Work with Pre-Defined Filters

5 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2024★ 5 cited

Convolutional Neural Networks Do Work with Pre-Defined Filters

Christoph Linse, Erhardt Barth, Thomas Martinetz

We present a novel class of Convolutional Neural Networks called Pre-defined Filter Convolutional Neural Networks (PFCNNs), where all nxn convolution kernels with n>1 are pre-defin…

cs.CV2014★ 4 cited

Committees of deep feedforward networks trained with few data

Bogdan Miclut, Thomas Kaester, Thomas Martinetz +1

Deep convolutional neural networks are known to give good results on image classification tasks. In this paper we present a method to improve the classification result by combining…

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