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researcher

Matthias Kümmerer

2 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
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • stat.ML1
same name
  • Matthias Kümmerer — 3 papers

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

most citedGuiding human gaze with convolutional neural networks

13 citations · 13 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ML2019

Accurate, reliable and fast robustness evaluation

Wieland Brendel, Jonas Rauber, Matthias Kümmerer +2

Throughout the past five years, the susceptibility of neural networks to minimal adversarial perturbations has moved from a peculiar phenomenon to a core issue in Deep Learning. De…

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…

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