84 citations · 235 across the 22 of their papers we have counts for
5 papers · 1 filter
Adaptive Matching of Kernel Means
Miao Cheng, Xinge You
As a promising step, the performance of data analysis and feature learning are able to be improved if certain pattern matching mechanism is available. One of the feasible solutions…
BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction
Beihao Xia, Conghao Wong, Heng Li +3
Visual images usually contain the informative context of the environment, thereby helping to predict agents' behaviors. However, they hardly impose the dynamic effects on agents' a…
CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network
Shiming Chen, Wenjie Wang, Beihao Xia +3
Generative adversarial networks (GANs) have been a popular deep generative model for real-world applications. Despite many recent efforts on GANs that have been contributed, mode c…
Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning
Jiamiao Xu, Fangzhao Wang, Qinmu Peng +4
Low-rank Multi-view Subspace Learning (LMvSL) has shown great potential in cross-view classification in recent years. Despite their empirical success, existing LMvSL based methods…
A Spatial-Temporal Attentive Network with Spatial Continuity for Trajectory Prediction
Beihao Xia, Conghao Wang, Qinmu Peng +2
It remains challenging to automatically predict the multi-agent trajectory due to multiple interactions including agent to agent interaction and scene to agent interaction. Althoug…