773 citations · 1k across the 10 of their papers we have counts for
17 papers
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation
Hanshan Zhang, Zhen Zhang, Hongfei Jiang +1
Active learning for sentence understanding attempts to reduce the annotation cost by identifying the most informative examples. Common methods for active learning use either uncert…
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity
Mianxin Liu, Han Zhang, Feng Shi +1
Functional connectivity network (FCN) data from functional magnetic resonance imaging (fMRI) is increasingly used for the diagnoses of brain disorders. However, state-of-the-art st…
Statistically Consistent Inverse Optimal Control for Linear-Quadratic Tracking with Random Time Horizon
Han Zhang, Axel Ringh, Weihan Jiang +2
The goal of Inverse Optimal Control (IOC) is to identify the underlying objective function based on observed optimal trajectories. It provides a powerful framework to model expert'…
Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment
Hang Zhang, Su Yang, Hongyong Wang +2
Few researches have studied simultaneous detection of smoke and flame accompanying fires due to their different physical natures that lead to uncertain fluid patterns. In this stud…
Brain Network Construction and Classification Toolbox (BrainNetClass)
Zhen Zhou, Xiaobo Chen, Yu Zhang +5
Brain functional network has become an increasingly used approach in understanding brain functions and diseases. Many network construction methods have been developed, whereas the…
ERNIE: Enhanced Representation through Knowledge Integration
Yu Sun, Shuohuan Wang, Yukun Li +7
We present a novel language representation model enhanced by knowledge called ERNIE (Enhanced Representation through kNowledge IntEgration). Inspired by the masking strategy of BER…