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Siyuan Pan

3 papers hereh-index 5227 citations12 works total

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

author position
  • first author1

Across the 1 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
same name
  • Siyuan Pan — 4 papers, h 5
  • Siyuan Pan — 4 papers, h 2
  • Siyuan Pan — 1 paper, h 1

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
20212023
most citedConditional GANs with Auxiliary Discriminative Classifier

8 citations · 12 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2023

Layer-adaptive Structured Pruning Guided by Latency

Siyuan Pan, Linna Zhang, Jie Zhang +3

Structured pruning can simplify network architecture and improve inference speed. Combined with the underlying hardware and inference engine in which the final model is deployed, b…

cs.LG2022★ 4 cited

Augmentation-Aware Self-Supervision for Data-Efficient GAN Training

Liang Hou, Qi Cao, Yige Yuan +7

Training generative adversarial networks (GANs) with limited data is challenging because the discriminator is prone to overfitting. Previously proposed differentiable augmentation…

cs.LG2021★ 8 cited

Conditional GANs with Auxiliary Discriminative Classifier

Liang Hou, Qi Cao, Huawei Shen +3

Conditional generative models aim to learn the underlying joint distribution of data and labels to achieve conditional data generation. Among them, the auxiliary classifier generat…

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