62 citations · 66 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 4 cited
Semi-supervised Learning with Missing Values Imputation
Buliao Huang, Yunhui Zhu, Muhammad Usman +1
Incomplete instances with various missing attributes in many real-world applications have brought challenges to the classification tasks. Missing values imputation methods are ofte…
cs.LG2020★ 62 cited
A Systematic Survey of Regularization and Normalization in GANs
Ziqiang Li, Muhammad Usman, Rentuo Tao +4
Generative Adversarial Networks (GANs) have been widely applied in different scenarios thanks to the development of deep neural networks. The original GAN was proposed based on the…