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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 2023Show all

2 papers · 1 filter

cs.SD2023

Improving Primate Sounds Classification using Binary Presorting for Deep Learning

Michael Kölle, Steffen Illium, Maximilian Zorn +3

In the field of wildlife observation and conservation, approaches involving machine learning on audio recordings are becoming increasingly popular. Unfortunately, available dataset…

cs.LG2023

Compression of GPS Trajectories using Autoencoders

Michael Kölle, Steffen Illium, Carsten Hahn +3

The ubiquitous availability of mobile devices capable of location tracking led to a significant rise in the collection of GPS data. Several compression methods have been developed…

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