Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization.
Bao WangAlex Tong LinZuoqiang ShiWei ZhuPenghang YinAndrea L. BertozziStanley J. OsherPublished in: CoRR (2018)
Keyphrases
- data dependent
- total variation minimization
- activation function
- neural network
- hidden layer
- artificial neural networks
- total variation
- back propagation
- feed forward
- noisy images
- learning rate
- neural nets
- multilayer perceptron
- basis functions
- radial basis function
- image restoration
- image denoising
- energy functional
- bp neural network
- hash functions
- linear combination
- computer vision