15 citations · 33 across the 21 of their papers we have counts for
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cs.CV2022★ 8 cited
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features
Megan A. Witherow, Manar D. Samad, Norou Diawara +2
Imaging of facial affects may be used to measure psychophysiological attributes of children through their adulthood for applications in education, healthcare, and entertainment, am…
cs.LG2022
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data
Manar Samad, Sakib Abrar
Fully connected deep neural networks (DNN) often include redundant weights leading to overfitting and high memory requirements. Additionally, the performance of DNN is often challe…
cs.LG2022★ 2 cited
Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework
Manar D Samad, Sakib Abrar, Norou Diawara
Missing values in tabular data restrict the use and performance of machine learning, requiring the imputation of missing values. The most popular imputation algorithm is arguably m…