383 citations · 399 across the 7 of their papers we have counts for
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cs.LG2021
A New Adaptive Gradient Method with Gradient Decomposition
Zhou Shao, Tong Lin
Adaptive gradient methods, especially Adam-type methods (such as Adam, AMSGrad, and AdaBound), have been proposed to speed up the training process with an element-wise scaling term…
cs.DL2021★ 16 cited
Turing Award elites revisited: patterns of productivity, collaboration, authorship and impact
Yinyu Jin, Sha Yuan, Zhou Shao +2
The Turing Award is recognized as the most influential and prestigious award in the field of computer science(CS). With the rise of the science of science (SciSci), a large amount…
cs.CV2021★ 383 cited
CogView: Mastering Text-to-Image Generation via Transformers
Ming Ding, Zhuoyi Yang, Wenyi Hong +8
Text-to-Image generation in the general domain has long been an open problem, which requires both a powerful generative model and cross-modal understanding. We propose CogView, a 4…