67 citations · 227 across the 31 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 67 cited
Understanding Top-k Sparsification in Distributed Deep Learning
Shaohuai Shi, Xiaowen Chu, Ka Chun Cheung +1
Distributed stochastic gradient descent (SGD) algorithms are widely deployed in training large-scale deep learning models, while the communication overhead among workers becomes th…
cs.CV2019★ 5 cited
Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention
Qingyi Tao, Zongyuan Ge, Jianfei Cai +2
Lesion detection from computed tomography (CT) scans is challenging compared to natural object detection because of two major reasons: small lesion size and small inter-class varia…