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researcher

Matthias Kümmerer

15 papers hereh-index 1635.7k citations51 works total

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

author position
  • first author6
  • middle author6
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.LG3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDeepGaze II: Reading fixations from deep features trained on object recognition

262 citations · 611 across the 12 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CV2017★ 13 cited

Guiding human gaze with convolutional neural networks

Leon A. Gatys, Matthias Kümmerer, Thomas S. A. Wallis +1

The eye fixation patterns of human observers are a fundamental indicator of the aspects of an image to which humans attend. Thus, manipulating fixation patterns to guide human atte…

cs.CV2017★ 1 cited

Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics

Matthias Kümmerer, Thomas S. A. Wallis, Matthias Bethge

Dozens of new models on fixation prediction are published every year and compared on open benchmarks such as MIT300 and LSUN. However, progress in the field can be difficult to jud…

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