73 citations · 317 across the 29 of their papers we have counts for
4 papers · 1 filter
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation
Yaoqing Yang, Chen Feng, Yiru Shen +1
Recent deep networks that directly handle points in a point set, e.g., PointNet, have been state-of-the-art for supervised learning tasks on point clouds such as classification and…
Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling
Yiru Shen, Chen Feng, Yaoqing Yang +1
Unlike on images, semantic learning on 3D point clouds using a deep network is challenging due to the naturally unordered data structure. Among existing works, PointNet has achieve…
Fast Path Localization on Graphs via Multiscale Viterbi Decoding
Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali +3
We consider a problem of localizing a path-signal that evolves over time on a graph. A path-signal can be viewed as the trajectory of a moving agent on a graph in several consecuti…
Coding Method for Parallel Iterative Linear Solver
Yaoqing Yang, Pulkit Grover, Soummya Kar
Computationally intensive distributed and parallel computing is often bottlenecked by a small set of slow workers known as stragglers. In this paper, we utilize the emerging idea o…