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researcher

Xialei Liu

33 papers hereh-index 214.1k citations36 works total

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

author position
  • first author9
  • middle author21
  • last author2

Across the 32 of 33 papers where every author was matched, so the position is known.

fields
  • cs.CV31
  • cs.LG2
same name
  • Xialei Liu — 6 papers, h 6
  • Xialei Liu — 3 papers, h 5

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
20172026
most citedExploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank

202 citations · 269 across the 24 of their papers we have counts for

collaborators
Showing 2019 · cs.CVShow all

2 papers · 2 filters

cs.CV2019★ 8 cited

Learning Metrics from Teachers: Compact Networks for Image Embedding

Lu Yu, Vacit Oguz Yazici, Xialei Liu +3

Metric learning networks are used to compute image embeddings, which are widely used in many applications such as image retrieval and face recognition. In this paper, we propose to…

cs.CV2019★ 202 cited

Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank

Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov

For many applications the collection of labeled data is expensive laborious. Exploitation of unlabeled data during training is thus a long pursued objective of machine learning. Se…

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