6 citations · 12 across the 4 of their papers we have counts for
4 papers
SAdam: A Variant of Adam for Strongly Convex Functions
Guanghui Wang, Shiyin Lu, Weiwei Tu +1
The Adam algorithm has become extremely popular for large-scale machine learning. Under convexity condition, it has been proved to enjoy a data-dependant regret bound…
Adversarially Approximated Autoencoder for Image Generation and Manipulation
Wenju Xu, Shawn Keshmiri, Guanghui Wang
Regularized autoencoders learn the latent codes, a structure with the regularization under the distribution, which enables them the capability to infer the latent codes given obser…
Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning
Yao Sui, Ziming Zhang, Guanghui Wang +2
Correlation filtering based tracking model has received lots of attention and achieved great success in real-time tracking, however, the lost function in current correlation filter…
Robust Structure from Motion in the Presence of Outliers and Missing Data
Guanghui Wang
Structure from motion is an import theme in computer vision. Although great progress has been made both in theory and applications, most of the algorithms only work for static scen…