"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach.
Lingyu GuYongqi DuYuan ZhangDi XieShiliang PuRobert C. QiuZhenyu LiaoPublished in: CoRR (2024)
Keyphrases
- lossless compression
- neural network
- high dimensional
- network architecture
- kernel function
- feature space
- image compression
- lossy compression
- compression ratio
- lossless image compression
- inter frame
- linear prediction
- compression rate
- predictive coding
- quadtree
- low dimensional
- dimensionality reduction
- lossless data compression
- entropy coding
- data points
- integer wavelet transform
- data compression
- nearest neighbor
- compression scheme
- similarity search
- bio inspired
- manifold learning
- gray scale
- motion estimation
- query processing
- face recognition