Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain.
Yiting ChenQibing RenJunchi YanPublished in: NeurIPS (2022)
Keyphrases
- frequency domain
- convolutional neural networks
- spatial domain
- fourier transform
- denoising
- low pass
- feature extraction
- convolutional network
- subband
- cross correlation
- power spectrum
- frequency analysis
- spectral domain
- fourier domain
- affine invariance
- spectrum analysis
- frequency domain analysis
- power spectra
- bandpass
- fast fourier transform
- frequency response
- frequency spectrum
- high quality
- image segmentation