19 citations · 57 across the 18 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 9 cited
Understanding Architectures Learnt by Cell-based Neural Architecture Search
Yao Shu, Wei Wang, Shaofeng Cai
Neural architecture search (NAS) searches architectures automatically for given tasks, e.g., image classification and language modeling. Improving the search efficiency and effecti…
cs.LG2019★ 1 cited
Dynamic Routing Networks
Shaofeng Cai, Yao Shu, Wei Wang +1
The deployment of deep neural networks in real-world applications is mostly restricted by their high inference costs. Extensive efforts have been made to improve the accuracy with…
cs.DC2019★ 19 cited
Efficient Memory Management for GPU-based Deep Learning Systems
Junzhe Zhang, Sai Ho Yeung, Yao Shu +2
GPU (graphics processing unit) has been used for many data-intensive applications. Among them, deep learning systems are one of the most important consumer systems for GPU nowadays…