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Dynamic and Systematic Survey of Deep Learning Approaches for Driving Behavior Analysis
Improper driving results in fatalities, damages, increased energy consumptions, and depreciation of the vehicles.
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images
We use the similarity graph as a regularizer in the loss function of a CNN model to minimize the distance between the input images and their k-nearest neighbours in the similarity graph while minimizing the categorical cross-entropy loss between the training image predictions and the actual image class labels.
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