113 citations · 277 across the 15 of their papers we have counts for
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cs.CV2020
SparsePipe: Parallel Deep Learning for 3D Point Clouds
Keke Zhai, Pan He, Tania Banerjee +2
We propose SparsePipe, an efficient and asynchronous parallelism approach for handling 3D point clouds with multi-GPU training. SparsePipe is built to support 3D sparse data such a…
eess.SP2020★ 2 cited
Real-time Intersection Optimization for Signal Phasing, Timing, and Automated Vehicles' Trajectories
Mahmoud Pourmehrab, Lily Elefteriadou, Sanjay Ranka
This study aims to develop a real-time intersection optimization (RIO) control algorithm to efficiently serve traffic of Connected and Automated Vehicles (CAVs) and conventional ve…