Search Results for author: Shuiping Gou

Found 4 papers, 0 papers with code

GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data

no code implementations4 May 2022 Ningtao Liu, Ruoxi Gao, Jing Yuan, Calire Park, Shuwei Xing, Shuiping Gou

In this study, we propose a time- and velocity-aware gated recurrent unit model (GRU-TV) for patient representation learning of clinical multivariate time-series data in a time-continuous manner.

Representation Learning Time Series +1

Adaptively Enhancing Facial Expression Crucial Regions via Local Non-Local Joint Network

no code implementations26 Mar 2022 GuangHui Shi, Shasha Mao, Shuiping Gou, Dandan Yan, Licheng Jiao, Lin Xiong

In the proposed method, two parts are constructed based on facial local and non-local information respectively, where an ensemble of multiple local networks are proposed to extract local features corresponding to multiple facial local regions and a non-local attention network is addressed to explore the significance of each local region.

Facial Expression Recognition Facial Expression Recognition (FER)

Label Distribution Amendment with Emotional Semantic Correlations for Facial Expression Recognition

no code implementations23 Jul 2021 Shasha Mao, GuangHui Shi, Licheng Jiao, Shuiping Gou, Yangyang Li, Lin Xiong, Boxin Shi

Based on this, we propose a new method that amends the label distribution of each facial image by leveraging correlations among expressions in the semantic space.

Facial Expression Recognition Facial Expression Recognition (FER)

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