Normalization techniques in training dnns: Methodology, analysis and application

L Huang, J Qin, Y Zhou, F Zhu, L Liu… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Normalization techniques are essential for accelerating the training and improving the
generalization of deep neural networks (DNNs), and have successfully been used in various …

Normalization ináTask-Specific Applications

L Huang - Normalization Techniques in Deep Learning, 2022 - Springer
As previously stated, normalization methods can be wrapped as general modules, which
have been extensively integrated into various DNNs to stabilize and accelerate training …