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researcher

J. Macdonald

12 papers hereh-index 8380 citations21 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • eess.IV2
  • cs.CC1
  • cs.CV1
  • math.OC1
same name
  • J. MacDonald — 28 papers, h 27
  • J. Macdonald — 20 papers, h 24
  • J. Macdonald — 12 papers, h 6
  • J. Macdonald — 7 papers, h 8
  • J. MacDonald — 5 papers, h 5
  • J. Macdonald — 3 papers, h 20

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedSolving Inverse Problems With Deep Neural Networks -- Robustness Included?

150 citations · 213 across the 12 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2022★ 2 cited

Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images

Theophil Trippe, Martin Genzel, Jan Macdonald +1

This work presents a novel deep-learning-based pipeline for the inverse problem of image deblurring, leveraging augmentation and pre-training with synthetic data. Our results build…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.