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Axel Berg

5 papers hereh-index 4284 citations5 works total

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

author position
  • first author4
  • middle author1

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

fields
  • eess.AS2
  • cs.CE1
  • cs.CV1
  • cs.LG1
same name
  • Axel Berg — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedKeyword Transformer: A Self-Attention Model for Keyword Spotting

148 citations · 204 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

eess.AS2022★ 18 cited

Extending GCC-PHAT using Shift Equivariant Neural Networks

Axel Berg, Mark O'Connor, Kalle Åström +1

Speaker localization using microphone arrays depends on accurate time delay estimation techniques. For decades, methods based on the generalized cross correlation with phase transf…

cs.CV2022★ 2 cited

Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition

Axel Berg, Magnus Oskarsson, Mark O'Connor

While the Transformer architecture has become ubiquitous in the machine learning field, its adaptation to 3D shape recognition is non-trivial. Due to its quadratic computational co…

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