"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach.
Lingyu GuYongqi DuYuan ZhangDi XieShiliang PuRobert QiuZhenyu LiaoPublished in: NeurIPS (2022)
Keyphrases
- lossless compression
- neural network
- high dimensional
- network architecture
- kernel function
- feature space
- compression ratio
- lossy compression
- lossless image compression
- image compression
- inter frame
- predictive coding
- linear prediction
- compression rate
- low dimensional
- entropy coding
- quadtree
- dimensionality reduction
- similarity search
- multi dimensional
- lossless data compression
- data points
- compression algorithm
- lifting scheme
- nearest neighbor
- integer wavelet transform
- bio inspired
- gray level
- wavelet transform
- arithmetic coding
- color images
- data structure
- similarity measure
- feature selection