Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks.
Shuo ZhangMingqi GaoQiang NiJungong HanPublished in: Neurocomputing (2023)
Keyphrases
- frequency domain
- fourier transform
- neural network
- spatial domain
- frequency response
- impulse response
- cross correlation
- low pass
- power spectrum
- bandpass
- directional filtering
- search space pruning
- fast fourier transform
- filter bank
- discrete fourier transform
- high pass
- frequency analysis
- pattern recognition
- prolate spheroidal
- spectral domain
- spectrum analysis
- frequency domain analysis
- fourier domain
- low frequency
- subband
- denoising
- frequency spectrum
- feature extraction
- low pass filter
- fourier analysis
- multispectral
- facial asymmetry
- image sequences
- noise shaping
- image processing
- computer vision