76 citations · 198 across the 11 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 10 cited
Meta Learning with Relational Information for Short Sequences
Yujia Xie, Haoming Jiang, Feng Liu +2
This paper proposes a new meta-learning method -- named HARMLESS (HAwkes Relational Meta LEarning method for Short Sequences) for learning heterogeneous point process models from s…
cs.LG2019★ 7 cited
On Scalable and Efficient Computation of Large Scale Optimal Transport
Yujia Xie, Minshuo Chen, Haoming Jiang +2
Optimal Transport (OT) naturally arises in many machine learning applications, yet the heavy computational burden limits its wide-spread uses. To address the scalability issue, we…
cs.CV2019★ 13 cited
Active Image Synthesis for Efficient Labeling
Jialei Chen, Yujia Xie, Kan Wang +4
The great success achieved by deep neural networks attracts increasing attention from the manufacturing and healthcare communities. However, the limited availability of data and hi…