1.2k citations · 2.1k across the 18 of their papers we have counts for
Showing 2019 · cs.CVShow all
3 papers · 2 filters
cs.CV2019★ 14 cited
Adversarial symmetric GANs: bridging adversarial samples and adversarial networks
Faqiang Liu, Mingkun Xu, Guoqi Li +3
Generative adversarial networks have achieved remarkable performance on various tasks but suffer from training instability. Despite many training strategies proposed to improve tra…
cs.CV2019★ 27 cited
DashNet: A Hybrid Artificial and Spiking Neural Network for High-speed Object Tracking
Zheyu Yang, Yujie Wu, Guanrui Wang +5
Computer-science-oriented artificial neural networks (ANNs) have achieved tremendous success in a variety of scenarios via powerful feature extraction and high-precision data opera…
cs.CV2019★ 40 cited
Convolution with even-sized kernels and symmetric padding
Shuang Wu, Guanrui Wang, Pei Tang +2
Compact convolutional neural networks gain efficiency mainly through depthwise convolutions, expanded channels and complex topologies, which contrarily aggravate the training proce…