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researcher

K. Chumachenko

12 papers hereh-index 9358 citations23 works total

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

author position
  • first author8
  • middle author3

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG4
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedSelf-attention fusion for audiovisual emotion recognition with incomplete data

3 citations · 6 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 3 cited

Self-attention fusion for audiovisual emotion recognition with incomplete data

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj

In this paper, we consider the problem of multimodal data analysis with a use case of audiovisual emotion recognition. We propose an architecture capable of learning from raw data…

cs.CV2022

Self-Attention Neural Bag-of-Features

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj

In this work, we propose several attention formulations for multivariate sequence data. We build on top of the recently introduced 2D-Attention and reformulate the attention learni…

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