471 citations · 1.1k across the 34 of their papers we have counts for
4 papers · 1 filter
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data
Yi Huang, Xiaoshan Yang, Changsheng Xu
Due to potential applications in chronic disease management and personalized healthcare, the EHRs data analysis has attracted much attention of both researchers and practitioners.…
A Generalization Theory based on Independent and Task-Identically Distributed Assumption
Guanhua Zheng, Jitao Sang, Houqiang Li +2
Existing generalization theories analyze the generalization performance mainly based on the model complexity and training process. The ignorance of the task properties, which resul…
Adversarial Multimodal Network for Movie Question Answering
Zhaoquan Yuan, Siyuan Sun, Lixin Duan +2
Visual question answering by using information from multiple modalities has attracted more and more attention in recent years. However, it is a very challenging task, as the visual…
Exploring Feature Representation and Training strategies in Temporal Action Localization
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang +2
Temporal action localization has recently attracted significant interest in the Computer Vision community. However, despite the great progress, it is hard to identify which aspects…