35 citations · 66 across the 33 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…
cs.LG2020★ 3 cited
A Unified Framework for Multiclass and Multilabel Support Vector Machines
Hoda Shajari, Anand Rangarajan
We propose a novel integrated formulation for multiclass and multilabel support vector machines (SVMs). A number of approaches have been proposed to extend the original binary SVM…