1 code implementation • 22 Nov 2019 • Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li
The hubness problem widely exists in high-dimensional embedding space and is a fundamental source of error for cross-modal matching tasks.
no code implementations • ACL 2019 • Fangyu Liu, Rongtian Ye
We review the current schemes of text-image matching models and propose improvements for both training and inference.
no code implementations • 5 Aug 2018 • Rongtian Ye, Fangyu Liu, Liqiang Zhang
Standard 3D convolution operations require much larger amounts of memory and computation cost than 2D convolution operations.
no code implementations • ICCV 2017 • Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu
Our method provides an automatic process that maps the raw data to the classification results.