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Class-based Quantization for Neural Networks
In the proposed method, the importance score of each filter or neuron with respect to the number of classes in the dataset is first evaluated.
SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement
In such platforms, neural networks need to provide acceptable results quickly and the accuracy of the results should be able to be enhanced dynamically according to the computational resources available in the computing system.
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