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Keunwoo Choi

35 papers hereh-index 212.4k citations51 works total

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

author position
  • first author15
  • middle author16
  • last author3

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.SD22
  • cs.MM3
  • cs.AI2
  • cs.CV2
  • cs.IR2
  • eess.AS2
same name
  • Keunwoo Choi — 5 papers, h 4
  • Keunwoo Choi — 4 papers, h 3
  • Keunwoo Choi — 4 papers, h 2
  • Keunwoo Choi — 1 paper

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
20152023
most citedAutomatic tagging using deep convolutional neural networks

224 citations · 767 across the 33 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2017★ 73 cited

A Tutorial on Deep Learning for Music Information Retrieval

Keunwoo Choi, György Fazekas, Kyunghyun Cho +1

Following their success in Computer Vision and other areas, deep learning techniques have recently become widely adopted in Music Information Retrieval (MIR) research. However, the…

cs.CV2017★ 125 cited

Transfer learning for music classification and regression tasks

Keunwoo Choi, György Fazekas, Mark Sandler +1

In this paper, we present a transfer learning approach for music classification and regression tasks. We propose to use a pre-trained convnet feature, a concatenated feature vector…

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