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cs.LG2022
Adaptive Batch Normalization for Training Data with Heterogeneous Features
Wael Alsobhi, Tarik Alafif, Alaa Abdel-Hakim +1
Batch Normalization (BN) is an important preprocessing step to many deep learning applications. Since it is a data-dependent process, for some homogeneous datasets it is a redundan…
cs.LG2020★ 4 cited
Handling Missing Annotations in Supervised Learning Data
Alaa E. Abdel-Hakim, Wael Deabes
Data annotation is an essential stage in supervised learning. However, the annotation process is exhaustive and time consuming, specially for large datasets. Activities of Daily Li…