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Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning

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  1. Article

    Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach

    Remarkable advancements have been achieved in machine learning and computer vision through the utilization of deep neural networks. Among the most advantageous of these networks is the convolutional neural net...

    Hassen Louati, Ali Louati, Slim Bechikh, Elham Kariri in The Journal of Supercomputing (2023)

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  2. Article

    Joint design and compression of convolutional neural networks as a Bi-level optimization problem

    Over the last decade, deep neural networks have shown great success in the fields of machine learning and computer vision. Currently, the CNN (convolutional neural network) is one of the most successful networ...

    Hassen Louati, Slim Bechikh, Ali Louati… in Neural Computing and Applications (2022)

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