306 citations · 764 across the 49 of their papers we have counts for
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cs.CV2021★ 4 cited
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks
Qiang Wang, Shaohuai Shi, Shizhen Zheng +2
Deep neural networks (DNNs) have achieved great success in the area of computer vision. The disparity estimation problem tends to be addressed by DNNs which achieve much better pre…
cs.DC2021
Accelerating Distributed K-FAC with Smart Parallelism of Computing and Communication Tasks
Shaohuai Shi, Lin Zhang, Bo Li
Distributed training with synchronous stochastic gradient descent (SGD) on GPU clusters has been widely used to accelerate the training process of deep models. However, SGD only ut…
eess.IV2021★ 8 cited
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans
Xin He, Shihao Wang, Xiaowen Chu +6
The COVID-19 pandemic has spread globally for several months. Because its transmissibility and high pathogenicity seriously threaten people's lives, it is crucial to accurately and…