61 citations · 152 across the 14 of their papers we have counts for
4 papers · 1 filter
Residual Switching Network for Portfolio Optimization
Jifei Wang, Lingjing Wang
This paper studies deep learning methodologies for portfolio optimization in the US equities market. We present a novel residual switching network that can automatically sense chan…
Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification
Xiang Li, Mingyang Wang, Congcong Wen +3
To better address challenging issues of the irregularity and inhomogeneity inherently present in 3D point clouds, researchers have been shifting their focus from the design of hand…
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration
Lingjing Wang, Xiang Li, Jianchun Chen +1
Given new pairs of source and target point sets, standard point set registration methods often repeatedly conduct the independent iterative search of desired geometric transformati…
Non-Rigid Point Set Registration Networks
Lingjing Wang, Jianchun Chen, Xiang Li +1
Point set registration is defined as a process to determine the spatial transformation from the source point set to the target one. Existing methods often iteratively search for th…