Clustering Convolutional Kernels to Compress Deep Neural Networks.
Sanghyun SonSeungjun NahKyoung Mu LeePublished in: ECCV (8) (2018)
Keyphrases
- neural network
- self organizing maps
- clustering method
- deep learning
- pattern recognition
- clustering algorithm
- k means
- fuzzy logic
- document clustering
- artificial neural networks
- kernel methods
- unsupervised learning
- genetic algorithm
- network architecture
- spectral clustering
- kernel function
- machine learning
- categorical data
- outlier detection
- fuzzy systems
- data clustering
- linear combination
- hierarchical clustering
- pairwise
- feature space
- training process
- multi layer
- data compression
- multilayer perceptron
- high dimensional
- feature vectors
- information theoretic
- training data
- data points
- sufficient conditions