Kernel-wise difference minimization for convolutional neural network compression in metaverse.
Yi-Ting ChangPublished in: Frontiers Big Data (2024)
Keyphrases
- convolutional neural network
- face detection
- convex functions
- data compression
- kernel function
- image compression
- kernel methods
- neural network
- compression ratio
- pairwise
- compression algorithm
- kernel space
- input space
- compression scheme
- convolution kernel
- compressed data
- kernel regression
- component analysis
- objective function
- support vector
- feature space
- multiscale
- feature selection
- kernel density estimation
- compression rate
- adjacent pixels
- sparse kernel
- data sets
- detection method