no code implementations • 8 Apr 2023 • Jinming Li, Wentao Zhang, Tian Wang, Guanglei Xiong, Alan Lu, Gerard Medioni
The generated queries naturally serve as interpretable representations of user interests and can be searched to recommend cold-start items.
no code implementations • 9 Jun 2016 • Haoyin Zhou, James K. Min, Guanglei Xiong
Most machine learning-based coronary artery segmentation methods represent the vascular lumen surface in an implicit way by the centerline and the associated lumen radii, which makes the subsequent modeling process to generate a whole piece of watertight coronary artery tree model difficult.
no code implementations • 27 Jul 2015 • Peng Sun, Haoyin Zhou, Devon Lundine, James K. Min, Guanglei Xiong
On a dataset consisting of 139 CT volumes, a 5-fold cross validation shows the segmentation error is $1. 21 \pm 0. 11$ for LV endocardium and $1. 23 \pm 0. 11$ millimeters for epicardium.
1 code implementation • 30 Mar 2015 • Peng Sun, James K. Min, Guanglei Xiong
We empirically show that global training with BP outperforms layer-wise (pre-)training.