no code implementations • 4 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.
no code implementations • 26 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)
no code implementations • 23 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)
no code implementations • 18 Mar 2019 • Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare
Hence, we propose a supervised classification method aimed at constructing a classifier based on self-paced learning (SPL).