no code implementations • 16 Apr 2024 • Mingda Xu, Peisheng Qian, Ziyuan Zhao, Zeng Zeng, Jianguo Chen, Weide Liu, Xulei Yang
Protein-protein interactions (PPIs) play key roles in a broad range of biological processes.
no code implementations • 29 Feb 2024 • Rui Gong, Weide Liu, Zaiwang Gu, Xulei Yang, Jun Cheng
Geometric knowledge has been shown to be beneficial for the stereo matching task.
no code implementations • 8 Dec 2023 • Xiaofeng Yang, YiWen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin
We propose a unified framework aimed at enhancing the diffusion priors for 3D generation tasks.
no code implementations • 15 May 2023 • Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Wai Leong Tam, XiaoLi Li
Protein-protein interactions (PPIs) are crucial in various biological processes and their study has significant implications for drug development and disease diagnosis.
no code implementations • 28 Mar 2023 • Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan
Our method demonstrates promising segmentation performance with a mean Dice score of 83. 8% and 81. 4% and an average asymmetric surface distance (ASSD) of 0. 55 mm and 0. 26 mm for the VS and Cochlea, respectively in the validation phase of the crossMoDA 2022 challenge.
1 code implementation • 5 Jul 2022 • Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
With large-scale well-labeled datasets, deep learning has shown significant success in medical image segmentation.
no code implementations • 1 Mar 2021 • Way Tan, Bihan Wen, Xulei Yang
StyleGAN is one of the state-of-the-art image generators which is well-known for synthesizing high-resolution and hyper-realistic face images.
no code implementations • 4 Jun 2020 • Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua
Automated heart sounds classification is a much-required diagnostic tool in the view of increasing incidences of heart related diseases worldwide.
no code implementations • 18 Apr 2020 • Gabriel Tjio, Xulei Yang, Jia Mei Hong, Sum Thai Wong, Vanessa Ding, Andre Choo, Yi Su
Our approach was approximately 100 times faster than the original DCNN approach while simultaneously preserving high accuracy and precision.
no code implementations • 24 Apr 2019 • Xuetong Niu, Li Wang, Xulei Yang
In this study, we perform a comparison study of credit card fraud detection by using various supervised and unsupervised approaches.
no code implementations • 20 Apr 2019 • Huijiao Wang, Li Wang, Xulei Yang, Lei Yu, Haijian Zhang
VIS-NIR face recognition remains a challenging task due to the distinction between spectral components of two modalities and insufficient paired training data.
1 code implementation • 12 Mar 2019 • Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng
Segmentation stands at the forefront of many high-level vision tasks.
no code implementations • 6 Jan 2018 • Li Wang, Ting Liu, Bing Wang, Xulei Yang, Gang Wang
First, we learn RNN parameters to discriminate between the target object and background in the first frame of a test sequence.
no code implementations • 3 Mar 2017 • Xulei Yang, Zeng Zeng, Si Yong Yeo, Colin Tan, Hong Liang Tey, Yi Su
In this study, a multi-task deep neural network is proposed for skin lesion analysis.