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Shiao Liu

1 paper hereh-index 385 citations4 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Shiao Liu — 1 paper

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

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most citedNon-Asymptotic Error Bounds for Bidirectional GANs

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2021★ 1 cited

Non-Asymptotic Error Bounds for Bidirectional GANs

Shiao Liu, Yunfei Yang, Jian Huang +2

We derive nearly sharp bounds for the bidirectional GAN (BiGAN) estimation error under the Dudley distance between the latent joint distribution and the data joint distribution wit…

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