794 citations · 2.8k across the 64 of their papers we have counts for
99 papers
Audio-Driven Co-Speech Gesture Video Generation
Xian Liu, Qianyi Wu, Hang Zhou +4
Co-speech gesture is crucial for human-machine interaction and digital entertainment. While previous works mostly map speech audio to human skeletons (e.g., 2D keypoints), directly…
Factor Investing with a Deep Multi-Factor Model
Zikai Wei, Bo Dai, Dahua Lin
Modeling and characterizing multiple factors is perhaps the most important step in achieving excess returns over market benchmarks. Both academia and industry are striving to find…
Rethinking Trajectory Prediction via "Team Game"
Zikai Wei, Xinge Zhu, Bo Dai +1
To accurately predict trajectories in multi-agent settings, e.g. team games, it is important to effectively model the interactions among agents. Whereas a number of methods have be…
Temporal and Contextual Transformer for Multi-Camera Editing of TV Shows
Anyi Rao, Xuekun Jiang, Sichen Wang +7
The ability to choose an appropriate camera view among multiple cameras plays a vital role in TV shows delivery. But it is hard to figure out the statistical pattern and apply inte…
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition
Haodong Duan, Jiaqi Wang, Kai Chen +1
Graph convolution networks (GCN) have been widely used in skeleton-based action recognition. We note that existing GCN-based approaches primarily rely on prescribed graphical struc…
Force-Aware Interface via Electromyography for Natural VR/AR Interaction
Yunxiang Zhang, Benjamin Liang, Boyuan Chen +4
While tremendous advances in visual and auditory realism have been made for virtual and augmented reality (VR/AR), introducing a plausible sense of physicality into the virtual wor…