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06/27/2021
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic
Convolutional Neural Networks (CNNs) such as ResNet-50, DenseNet-40 and ...
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05/10/2021
Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images
Neural saturation in Deep Neural Networks (DNNs) has been studied extens...
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05/10/2021