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Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration.
Yanming Chen
Gang Wu
Mingrui Shuai
Shubin Lou
Yiwen Zhang
Zhulin An
Published in:
Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
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convolutional neural networks
rank order
convolutional network
pruning method
search space
image processing
image enhancement
preprocessing step
noise reduction
data sets
focus of attention
pruning strategy
object detection
search algorithm
pruning algorithms
multiscale
directional filtering
neural network