34 citations · 73 across the 9 of their papers we have counts for
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3 papers · 1 filter
cs.CV2019
signADAM: Learning Confidences for Deep Neural Networks
Dong Wang, Yicheng Liu, Wenwo Tang +4
In this paper, we propose a new first-order gradient-based algorithm to train deep neural networks. We first introduce the sign operation of stochastic gradients (as in sign-based…
cs.CV2019
A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks
Dong Wang, Lei Zhou, Xiao Bai +1
Acceleration of convolutional neural network has received increasing attention during the past several years. Among various acceleration techniques, filter pruning has its inherent…
cs.CV2019★ 34 cited
Early Action Prediction with Generative Adversarial Networks
Dong Wang, Yuan Yuan, Qi Wang
Action Prediction is aimed to determine what action is occurring in a video as early as possible, which is crucial to many online applications, such as predicting a traffic acciden…