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researcher

Steffen Illium

LMU-Munich

17 papers hereh-index 8204 citations28 works total

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

author position
  • first author5
  • middle author9

Across the 14 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.SD4
  • eess.AS2
  • cs.AI1
  • cs.CV1
  • cs.MA1
affiliations
  • LMU-Munich
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedAcoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning

59 citations · 111 across the 16 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2022

VoronoiPatches: Evaluating A New Data Augmentation Method

Steffen Illium, Gretchen Griffin, Michael Kölle +3

Overfitting is a problem in Convolutional Neural Networks (CNN) that causes poor generalization of models on unseen data. To remediate this problem, many new and diverse data augme…

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