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researcher

M. Vowels

14 papers hereh-index 13821 citations60 works total

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

author position
  • sole author2
  • first author5
  • middle author7

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

fields
  • cs.LG5
  • cs.CV3
  • cs.IR2
  • cs.CL1
  • cs.RO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedTrying to Outrun Causality with Machine Learning: Limitations of Model Explainability Techniques for Identifying Predictive Variables

7 citations · 11 across the 7 of their papers we have counts for

collaborators
Showing cs.ROShow all

1 paper · 1 filter

cs.RO2021

Improving Robot Localisation by Ignoring Visual Distraction

Oscar Mendez, Matthew Vowels, Richard Bowden

Attention is an important component of modern deep learning. However, less emphasis has been put on its inverse: ignoring distraction. Our daily lives require us to explicitly avoi…

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