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John Martinsson

7 papers hereh-index 9365 citations19 works total

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

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.SD2
  • cs.CV1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedSpecialized federated learning using a mixture of experts

15 citations · 30 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024★ 1 cited

Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning

Martin Willbo, Aleksis Pirinen, John Martinsson +3

Land cover classification and change detection are two important applications of remote sensing and Earth observation (EO) that have benefited greatly from the advances of deep lea…

cs.SD2024

From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning

John Martinsson, Olof Mogren, Maria Sandsten +1

We propose an adaptive change point detection method (A-CPD) for machine guided weak label annotation of audio recording segments. The goal is to maximize the amount of information…

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