1 code implementation • Bioinformatics Advances 2023 • Xiaofang Xu, Chunde Yang, Qiang He, Kunxian Shu, Yuan Xinpu, Zhiguang Chen, Yunping Zhu, Tao Chen
De novo peptide sequencing for tandem mass spectrometry data is not only a key technology for novel peptide identification, but also a precedent task for many downstream tasks, such as vaccine and antibody studies.
no code implementations • 27 May 2021 • Siwei Liu, Yuanpeng Long, Gao Xu, Lijia Yang, Shimei Xu, Xiaoming Yao, Kunxian Shu
To overcome the limitations of convolutional neural network in the process of facial expression recognition, a facial expression recognition model Capsule-LSTM based on video frame sequence is proposed.
Facial Expression Recognition Facial Expression Recognition (FER)
no code implementations • 27 May 2021 • Gao Xu, Yuanpeng Long, Siwei Liu, Lijia Yang, Shimei Xu, Xiaoming Yao, Kunxian Shu
In this paper, a bi-parallel linear flow model for facial emotion generation from emotion set images is constructed, and a series of improvements have been made in terms of the expression ability of the model and the convergence speed in training.
1 code implementation • 8 May 2019 • Huadong Liao, JiaWei He, Kunxian Shu
However, flow-based models are limited by density estimation performance issues as compared to state-of-the-art autoregressive models.