Z
Zhonghui You
Researcher at Peking University
Publications - 4
Citations - 273
Zhonghui You is an academic researcher from Peking University. The author has contributed to research in topics: Convolutional neural network. The author has an hindex of 4, co-authored 4 publications receiving 180 citations.
Papers
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Proceedings Article
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
TL;DR: This work proposes a global filter pruning algorithm called Gate Decorator, which transforms a vanilla CNN module by multiplying its output by the channel-wise scaling factors (i.e. gate), and proposes an iterative pruning framework called Tick-Tock to improve pruning accuracy.
Proceedings ArticleDOI
Adversarial Noise Layer: Regularize Neural Network by Adding Noise
TL;DR: A novel regularization method called Adversarial Noise Layer (ANL), which are able to significantly improve CNN’s generalization ability by adding carefully crafted noise into the intermediate layer activations by reducing the risk of over-fitting.
Proceedings Article
Adversarial Noise Layer: Regularize Neural Network By Adding Noise
TL;DR: In this paper, a novel regularization method called Adversarial noise layer (ANL) and its efficient version called class adversarial Noise Layer (CANL) are introduced to significantly improve CNN's generalization ability by adding carefully crafted noise into the intermediate layer activations.
Posted Content
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
TL;DR: Zhang et al. as discussed by the authors proposed gate decorator, which transforms a vanilla CNN module by multiplying its output by the channel-wise scaling factors, and then prune the network by removing those unimportant filters.