Nali Liu on Muck Rack

Nali Liu

As seen in: PeerJ
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Articles

Improving aesthetic pattern-aware style transfer networks with Sharpness-Aware Minimization

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By Nali Liu, Kim JW, Jordan MI
| PeerJ
Image stylization (Li et al., 2018) represents a fundamental technique in computer vision, which facilitates the fusion of the content of one image with the artistic style of another, producing a stylized output that preserves the content’s semantic features while embedding the stylistic characteristics of the reference image.
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Traffic data imputation via knowledge graph-enhanced generative adversarial network

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By Yinghui Liu, Guojiang Shen, Alex FJ, Nali Liu
| PeerJ
Traffic detection data collected in intelligent transport systems (ITSs) often suffer from missing data due to various technical and management issues, including software failures, power outages, transmission errors, or storage failures (Tan et al., 2014), as shown in Fig. 1.
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