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Sian-Yao Huang

2 papers hereh-index 243 citations3 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2
same name
  • Sian-Yao Huang — 3 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

most citedPONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2021

Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator

Sian-Yao Huang, Wei-Ta Chu

In one-shot NAS, sub-networks need to be searched from the supernet to meet different hardware constraints. However, the search cost is high and N times of searches are needed fo…

cs.CV2020★ 4 cited

PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment

Sian-Yao Huang, Wei-Ta Chu

We achieve very efficient deep learning model deployment that designs neural network architectures to fit different hardware constraints. Given a constraint, most neural architectu…

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