189 citations · 300 across the 16 of their papers we have counts for
Showing 2020Show all
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cs.LG2020★ 28 cited
Large-Scale Generative Data-Free Distillation
Liangchen Luo, Mark Sandler, Zi Lin +2
Knowledge distillation is one of the most popular and effective techniques for knowledge transfer, model compression and semi-supervised learning. Most existing distillation approa…
cs.DC2020★ 1 cited
Srifty: Swift and Thrifty Distributed Training on the Cloud
Liang Luo, Peter West, Arvind Krishnamurthy +1
Finding the best VM configuration is key to achieve lower cost and higher throughput, two primary concerns in cloud-based distributed neural network (NN) training today. Optimal VM…