SCSP: Spectral Clustering Filter Pruning with Soft Self-adaption Manners

arXiv: Computer Vision and Pattern Recognition, Volume abs/1806.05320, 2018.

Cited by: 11|Views34
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Abstract:

Deep Convolutional Neural Networks (CNN) has achieved significant success in computer vision field. However, the high computational cost of the deep complex models prevents the deployment on edge devices with limited memory and computational resource. In this paper, we proposed a novel filter pruning for convolutional neural networks comp...More

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