Abstract: In Deep Neural Networks (DNNs), optimization is necessary for adjusting model parameters to reduce the loss function, which directly affects the model’s performance. Effective optimization ...

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Abstract: The paper considers the problem of adapting the model to new data with a large amount of information. We propose to build a more complex model using the parameters of a simple one. We take ...