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Inga Strümke

10 papers hereh-index 679 citations12 works total

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

author position
  • first author1
  • middle author2
  • last author7

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR1
  • cs.CV1
  • cs.HC1
  • cs.RO1
  • cs.SE1
same name
  • Inga Strümke — 9 papers, h 8
  • Inga Strümke — 6 papers
  • Inga Strümke — 5 papers, h 6
  • Inga Strümke — 2 papers, h 1
  • Inga Strümke — 2 papers, h 0

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
20232026
most citedChoose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition

10 citations · 16 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Lecture Notes in Probabilistic Diffusion Models

Inga Strümke, Helge Langseth

Diffusion models are loosely modelled based on non-equilibrium thermodynamics, where \textit{diffusion} refers to particles flowing from high-concentration regions towards low-conc…

cs.LG2023

Concept backpropagation: An Explainable AI approach for visualising learned concepts in neural network models

Patrik Hammersborg, Inga Strümke

Neural network models are widely used in a variety of domains, often as black-box solutions, since they are not directly interpretable for humans. The field of explainable artifici…

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