29 citations · 51 across the 10 of their papers we have counts for
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cs.LG2018★ 18 cited
Stochastic Training of Residual Networks: a Differential Equation Viewpoint
Qi Sun, Yunzhe Tao, Qiang Du
During the last few years, significant attention has been paid to the stochastic training of artificial neural networks, which is known as an effective regularization approach that…
cs.LG2018★ 29 cited
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling
Yunzhe Tao, Qi Sun, Qiang Du +1
Nonlocal neural networks have been proposed and shown to be effective in several computer vision tasks, where the nonlocal operations can directly capture long-range dependencies i…