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Frederike Dümbgen

5 papers hereh-index 7141 citations26 works total

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

author position
  • first author1
  • middle author2
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.RO3
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFourier-Domain Optimization for Image Processing

8 citations · 9 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.RO2020★ 1 cited

Realizability of Planar Point Embeddings from Angle Measurements

Frederike Dümbgen, Majed El Helou, Adam Scholefield

Localization of a set of nodes is an important and a thoroughly researched problem in robotics and sensor networks. This paper is concerned with the theory of localization from inn…

cs.LG2020

AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks

Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk

The large capacity of neural networks enables them to learn complex functions. To avoid overfitting, networks however require a lot of training data that can be expensive and time-…

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