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4. Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning

Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning

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IEEE ICASSP 2020 Virtual Conference May 2020

Deep convolutional neural networks (CNN) have demonstrated superior performance in image super-resolution (SR) problem.However, CNNs are known to be heavily over-parameterized, and suffer from abundant redundancy. The growing size ofCNNs may be incompatib

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Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning

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Deep convolutional neural networks (CNN) have demonstrated superior performance in image super-resolution (SR) problem.However, CNNs are known to be heavily over-parameterized, and suffer from abundant redundancy. The growing size ofCNNs may be incompatib