Pruning Convolutional Neural Networks via Stochastic Gradient Hard Thresholding.
Xin YangHaiwei LuHui ShuaiXiao-Tong YuanPublished in: PRCV (1) (2019)
Keyphrases
- stochastic gradient
- convolutional neural networks
- hard thresholding
- denoising
- stochastic gradient descent
- image denoising
- nearest neighbor classifier
- wavelet denoising
- step size
- gaussian noise
- standard deviation
- image processing
- image enhancement
- nearest neighbor
- edge detection
- cross validation
- computer vision
- multiple kernel learning
- cost function
- multiresolution
- objective function
- training data