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Matthias Kümmerer

3 papers here

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

author position
  • first author3

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

fields
  • cs.CV3
ORCID 0000-0001-9644-4703
same name
  • Matthias Kümmerer — 7 papers, h 16

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

262 citations · 493 across the 3 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

cs.CV2014★ 230 cited

Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet

Matthias Kümmerer, Lucas Theis, Matthias Bethge

Recent results suggest that state-of-the-art saliency models perform far from optimal in predicting fixations. This lack in performance has been attributed to an inability to model…

cs.CV2014★ 1 cited

How close are we to understanding image-based saliency?

Matthias Kümmerer, Thomas Wallis, Matthias Bethge

Within the set of the many complex factors driving gaze placement, the properities of an image that are associated with fixations under free viewing conditions have been studied ex…

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