A split-wise filter basis decomposition unifies earlier low-rank approximations, derives an optimal split point, and compresses VGG, ResNet, DenseNet, SRResNet, and EDSR with modest accuracy loss.
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Learning Filter Basis for Convolutional Neural Network Compression
A split-wise filter basis decomposition unifies earlier low-rank approximations, derives an optimal split point, and compresses VGG, ResNet, DenseNet, SRResNet, and EDSR with modest accuracy loss.